wget https://cloud.debian.org/images/cloud/bullseye/latest/debian-11-generic-ppc64el.qcow2
cp debian-11-generic-ppc64el.qcow2 foo.qcow2
cat>meta-data
dsmode: local
network-interfaces:  
 iface enp0s1 inet static
 address 192.168.98.14/24
 gateway 192.168.98.12
^D
cat>user-data
#cloud-config
fqdn: foo.mydomain
manage_etc_hosts: true
disable_root: false
ssh_pwauth: false
ssh_authorized_keys:
- ssh-ed25519 AAAA...
timezone: Europe/Stockholm
bootcmd:
- rm -f /run/network/interfaces.d/enp0s1
- ifup enp0s1
^D
virt-install --name foo --import --os-variant debian10 --disk foo.qcow2 --cloud-init meta-data=meta-data,user-data=user-data

cat>network_config_static.cfg
version: 2
 ethernets:
  enp0s1:
   dhcp4: false
   addresses: [ 192.168.98.14/24, fc00::14/7 ]
   gateway4: 192.168.98.12
   gateway6: fc00::12
   nameservers:
    addresses: [ 192.168.98.12, fc00::12 ]
^D
cloud-localds -v -m local --network-config=network_config_static.cfg seed.iso user-data
virt-install --name foo --import --os-variant debian10 --disk foo.qcow2 --disk seed.iso,readonly=on --noreboot
virsh start foo
virsh detach-disk foo vdb --config
virsh console foo

runcmd:
- touch /etc/cloud/cloud-init.disabled
- apt-get update && apt-get dist-upgrade -uy && apt-get autoremove --yes --purge && printf '#!/bin/sh\n  rm /etc/cloud/cloud-init.disabled /etc/cloud/cloud.cfg.d/01_debian_cloud.cfg && apt-get purge --yes cloud-init cloud-guest-utils cloud-initramfs-growroot genisoimage isc-dhcp-client && apt-get autoremove --yes --purge && rm -f /etc/cron.hourly/cloud-cleanup && shutdown --reboot +1;   2>&1   logger -t cloud-cleanup\n' > /etc/cron.hourly/cloud-cleanup && chmod +x /etc/cron.hourly/cloud-cleanup && reboot &

• When traveling to national parks or other wilderness areas, family and friends can keep in touch even where there is no cell coverage.
• It is a lot faster to just push a button and start talking than it is to unlock a phone, open the phone app, select a person, wait for the call to connect, wait for the other person to answer, etc. I m heading back. OK. Boom, 5 seconds, done. A phone user wouldn t have even dialed in that time.
• A whole group of people can be on the same channel.
• You can often buy a radio for less than the monthly cost of a cell plan.

How these services fit in This article is primarily about handheld radios that can be used by anybody. I laid out some of their advantages above. Before continuing, I should point out some of the other services you may consider:

• Cell phones, obviously. Due to the impressive infrastructure you pay for each month (many towers in high locations), in areas of cell coverage, you have this ability to connect to so many other phones around the world. With radios like discussed here, your range will likely a few miles.
• Amateur Radio has often been a decade or more ahead of what you see in these easy personal radio devices. You can unquestionably get amateur radio devices with many more features and better performance. However, generally speaking, each person that transmits on an amateur radio band must be licensed. Getting an amateur radio license isn t difficult, but it does involve passing a test and some time studying for the exam. So it isn t something you can count on random friends or family members being able to do. That said, I have resources on Getting Started With Amateur Radio and it s not as hard as you might think! There are also a lot of reasons to use amateur radio if you want to go down that path.
• Satellite messengers such as the Garmin Inreach or Zoleo can send SMS-like messages across anywhere in the globe with a clear view of the sky. They also often have SOS features. While these are useful safety equipment, it can take many minutes for a message to be sent and received it s not like an interactive SMS conversation and there are places where local radios will have better signal. Notably, satellite messengers are almost useless indoors and can have trouble in areas without a clear view of the sky, such as dense forests, valleys, etc.
• My earlier Roundup of secure messengers with off-the-grid capabilities (distributed/mesh messengers) highlighted a number of other options as well, for text-only communication. For instance:
  • For very short-range service, Briar can form a mesh over Bluetooth from cell phones or over Tor, if Internet access is available.
  • Dedicated short message services Mesh Networks like Meshtastic or Beartooth have no voice capability, but share GPS locations and short text messages over their own local mesh. Generally they need to pair to a cell phone (even if that phone has no cell service) for most functionality.
• Yggdrasil can do something similar over ad-hoc Wifi, but it is a lower-level protocol and you d need some sort of messaging to run atop it.

This article is primarily about the USA, though these concepts, if not the specific implementation, apply many other areas as well.

The landscape of easy personal radios The oldest personal radio service in the US is Citizens Band (CB). Because it uses a lower frequency band than others, handheld radios are larger, heavier, and less efficient. It is mostly used in vehicles or other installations where size isn t an issue. The FRS/GMRS services mostly share a set of frequencies. The Family Radio Service is unlicensed (you don t have to get a license to use it) and radios are plentiful and cheap. When you get a blister pack or little radios for maybe $50 for a pair or less, they re probably FRS. FRS was expanded by the FCC in 2017, and now most FRS channels can run up to 2 watts of power (with channels 8-14 still limited to 0.5W). FRS radios are pretty much always handheld. GMRS runs on mostly the same frequencies as FRS. GMRS lets you run up to 5W on some channels, up to 50W on others, and operate repeaters. GMRS also permits limited occasional digital data bursts; three manufacturers currently use this to exchange GPS data or text messages. To use GMRS, you must purchase a GMRS license; it costs $35 for a person and their immediate family and is good for 10 years. No exam is required. GMRS radios can transmit on FRS frequencies using the GMRS authorization. The extra power of GMRS gets you extra distance. While only the best handheld GMRS radios can put out 5W of power, some mobile (car) or home radios can put out the full 50W, and use more capable exterior antennas too. There is also the MURS band, which offers very few channels and also very few devices. It is not in wide use, probably for good reason. Finally, some radios use some other unlicensed bands. The Motorola DTR and DLR series I will talk about operate in the 900MHz ISM band. Regulations there limit them to a maximum power of 1W, but as you will see, due to some other optimizations, their range is often quite similar to a 5W GMRS handheld. All of these radios share something in common: your radio can either transmit, or receive, but not both simultaneously. They all have a PTT (push-to-talk) button that you push and hold while you are transmitting, and at all other times, they act as receivers. You ll learn that doubling is a thing where 2 or more people attempt to transmit at the same time. To listeners, the result is often garbled. To the transmitters, they may not even be aware they did it since, after all, they were transmitting. Usually it will be clear pretty quickly as people don t get responses or responses say it was garbled. Only the digital Motorola DLR/DTR series detects and prevents this situation.

FRS and GMRS radios As mentioned, the FRS/GMRS radios are generally the most popular, and quite inexpensive. Those that can emit 2W will have pretty decent range; 5W even better (assuming a decent antenna), though the 5W ones will require a GMRS license. For the most part, there isn t much that differentiates one FRS radio from another, or (with a few more exceptions) one GMRS handheld from another. Do not believe the manufacturers claims of 50 mile range or whatever; more on range below. FRS and GMRS radios use FM. GMRS radios are permitted to use a wider bandwidth than FRS radios, but in general, FRS and GMRS users can communicate with each other from any brand of radio to any other brand of radio, assuming they are using basic voice services. Some FRS and GMRS radios can receive the NOAA weather radio. That s nice for wilderness use. Nicer ones can monitor it for alert tones, even when you re tuned to a different channel. The very nicest on this as far as I know, only the Garmin Rino series will receive and process SAME codes to only trigger alerts for your specific location. GMRS (but not FRS) also permits 1-second digital data bursts at periodic intervals. There are now three radio series that take advantage of this: the Garmin Rino, the Motorola T800, and BTech GMRS-PRO. Garmin s radios are among the priciest of GMRS handhelds out there; the top-of-the-line Rino will set you back $650. The cheapest is $350, but does not contain a replaceable battery, which should be an instant rejection of a device like this. So, for $550, you can get the middle-of-the-road Rino. It features a sophisticated GPS system with Garmin trail maps and such, plus a 5W GMRS radio with GPS data sharing and a very limited (13-character) text messaging system. It does have a Bluetooth link to a cell phone, which can provide a link to trail maps and the like, and limited functionality for the radio. The Rino is also large and heavy (due to its large map-capable screen). Many consider it to be somewhat dated technology; for instance, other ways to have offline maps now exist (such as my Garmin Fenix 6 Pro, which has those maps on a watch!). It is bulky enough to likely be left at home in many situations. The Motorola T800 doesn t have much to talk about compared to the other two. Both of those platforms are a number of years old. The newest entrant in this space, from budget radio maker Baofeng, is the BTech GMRS-PRO, which came out just a couple of weeks ago. Its screen, though lacking built-in maps, does still have a GPS digital link similar to Garmin s, and can show you a heading and distance to other GMRS-PRO users. It too is a 5W unit, and has a ton of advanced features that are rare in GMRS: ability to pair a Bluetooth headset to it directly (though the Garmin Rino supports Bluetooth, it doesn t support this), ability to use the phone app as a speaker/mic for the radio, longer text messages than the Garmin Rino, etc. The GMRS-PRO sold out within a few days of its announcement, and I am presently waiting for mine to arrive to review. At $140 and with a more modern radio implementation, for people that don t need the trail maps and the like, it makes a compelling alternative to Garmin for outdoor use. Garmin documents when GPS beacons are sent out: generally, when you begin a transmission, or when another radio asks for your position. I couldn t find similar documentation from Motorola or BTech, but I believe FCC regulations mean that the picture would be similar with them. In other words, none of these devices is continuously, automatically, transmitting position updates. However, you can request a position update from another radio. It should be noted that, while voice communication is compatible across FRS/GMRS, data communication is not. Garmin, Motorola, and BTech all have different data protocols that are incompatible with radios from other manufacturers. FRS/GMRS radios often advertise privacy codes. These do nothing to protect your privacy; see more under the privacy section below.

Motorola DLR and DTR series Although they can be used for similar purposes, and I do, these radios are unique from the others in this article in several ways:

• Their sales and marketing is targeted at businesses rather than consumers
• They use digital encoding of audio, rather than analog FM or AM
• They use FHSS (Frequency-Hopping Spread Spectrum) rather than a set frequency
• They operate on the 900MHz ISM band, rather than a 460MHz UHF band (or a lower band yet for MURS and CB)
• The DLR series is quite small, smaller than many GMRS radios.

I don t have space to go into a lot of radio theory in this article, but I ll briefly expand on some of this. First, FHSS. A FHSS radio hops from frequency to frequency many times per second, following some preset hopping algorithm that is part of the radio. Although it complicates the radio design, it has some advantages; it tends to allow more users to share a band, and if one particular frequency has a conflict with something else, it will be for a brief fraction of a second and may not even be noticeable. Digital encoding generally increases the quality of the audio, and keeps the quality high even in degraded signal conditions where analog radios would experience static or a quieter voice. However, you also lose that sort of audible feedback that your signal is getting weak. When you get too far away, the digital signal drops off a cliff . Often, either you have a crystal-clear signal or you have no signal at all. Motorola s radios leverage these features to build a unique radio. Not only can you talk to a group, but you can select a particular person to talk to with a private conversation, and so forth. DTR radios can send text messages to each other (but only preset canned ones, not arbitrary ones). Channels are more like configurations; they can include various arbitrary groupings of radios. Deconfliction with other users is established via hopsets rather than frequencies; that is, the algorithm that it uses to hop from frequency to frequency. There is a 4-digit PIN in the DLR radios, and newer DTR radios, that makes privacy very easy to set up and maintain. As far as I am aware, no scanner can monitor DLR/DTR signals. Though they technically aren t encrypted, cracking a DLR/DTR conversation would require cracking Motorola s firmware, and the chances of this happening in your geographical proximity seem vanishingly small. I will write more below on comparing the range of these to GMRS radios, but in a nutshell, it compares well, despite the fact that the 900MHz band restrictions allow Motorola only 1W of power output with these radios. There are three current lines of Motorola DLR/DTR radios:

• The Motorola DLR1020 and DLR1060 radios. These have no screen; the 1020 has two channels (configurations) while the 1060 supports 6. They are small and compact and great pocketable just work radios.
• The Motorola DTR600 and DTR700 radios. These are larger, with a larger antenna (that should theoretically provide greater range) and have a small color screen. They support more channels and more features (eg, short messages, etc).
• The Motorola Curve (aka DLR110). Compared to the DLR1060, it adds limited WiFi capabilities that are primarily useful in certain business environments. See this thread for more. These features are unlikely to be useful in the environments we re talking about here.

These radios are fairly expensive new, but DLRs can be readily found at around $60 on eBay. (DTRs for about $250) They are quite rugged. Be aware when purchasing that some radios sold on eBay may not include a correct battery and charger. (Not necessarily a problem; Motorola batteries are easy to find online, and as with any used battery, the life of a used one may not be great.) For more advanced configuration, the Motorola CPS cable works with both radios (plugs into the charging cradle) and is used with the programming software to configure them in more detail. The older Motorola DTR650, DTR550, and older radios are compatible with the newer DLR and DTR series, if you program the newer ones carefully. The older ones don t support PINs and have a less friendly way of providing privacy, but they do work also. However, for most, I think the newer ones will be friendlier; but if you find a deal on the older ones, hey, why not? This thread on the MyGMRS forums has tons of useful information on the DLR/DTR radios. Check it out for a lot more detail. One interesting feature of these radios is that they are aware if there are conflicting users on the channel, and even if anybody is hearing your transmission. If your transmission is not being heard by at least one radio, you will get an audible (and visual, on the DTR) indication that your transmission failed. One thing that pleasantly surprised me is just how tiny the Motorola DLR is. The whole thing with antenna is like a small candy bar, and thinner. My phone is slightly taller, much wider, and only a little thinner than the Motorola DLR. Seriously, it s more pocketable than most smartphones. The DTR is of a size more commonly associated with radios, though still on the smaller side. Some of the most low-power FRS radios might get down to that size, but to get equivolent range, you need a 5W GMRS unit, which will be much bulkier. Being targeted at business users, the DLR/DTR don t include NOAA weather radio or GPS.

Power These radios tend to be powered by:

• NiMH rechargable battery packs
• AA/AAA batteries
• Lithium Ion batteries

Most of the cheap FRS/GMRS radios have a NiMH rechargable battery pack and a terrible charge controller that will tend to overcharge, and thus prematurely destroy, the NiMH packs. This has long ago happened in my GMRS radios, and now I use Eneloop NiMH AAs in them (charged separately by a proper charger). The BTech, Garmin, and Motorola DLR/DTR radios all use Li-Ion batteries. These have the advantage of being more efficient batteries, though you can t necessarily just swap in AAs in a pinch. Pay attention to your charging options; if you are backpacking, for instance, you may want something that can charge from solar-powered USB or battery banks. The Motorola DLR/DTR radios need to sit in a charging cradle, but the cradle is powered by a Micro USB cable. The BTech GMRS-PRO is charged via USB-C. I don t know about the Garmin Rino or others. Garmin offers an optional AA battery pack for the Rino. BTech doesn t (yet) for the GMRS-PRO, but they do for some other models, and have stated accessories for the GMRS-PRO are coming. I don t have information about the T800. This is not an option for the DLR/DTR.

Meshtastic I ll briefly mention Meshtastic. It uses a low-power LoRa system. It can t handle voice transmissions; only data. On its own, it can transmit and receive automatic GPS updates from other Meshtastic devices, which you can view on its small screen. It forms a mesh, so each node can relay messages for others. It is also the only unit in this roundup that uses true encryption, and its battery lasts about a week more than the a solid day you can expect out of the best of the others here. When paired with a cell phone, Meshtastic can also send and receive short text messages. Meshtastic uses much less power than even the cheapest of the FRS radios discussed here. It can still achieve respectable range because it uses LoRa, which can trade bandwidth for power or range. It can take it a second or two to transmit a 50-character text message. Still, the GMRS or Motorola radios discussed here will have more than double the point-to-point range of a Meshtastic device. And, if you intend to take advantage of the text messaging features, keep in mind that you must now take two electronic devices with you and maintain a charge for them both.

Privacy The privacy picture on these is interesting.

Cell phone privacy Cell phones are difficult for individuals to eavesdrop, but a sophisticated adversary probably could: or an unsophisticated adversary with any manner of malware. Privacy on modern smartphones is a huge area of trouble, and it is safe to say that data brokers and many apps probably know at least your location and contact list, if not also the content of your messages. Though end-to-end encrypted apps such as Signal can certainly help. See Tools for Communicating Offline and in Difficult Circumstances for more details.

GMRS privacy GMRS radios are unencrypted and public. Anyone in range with another GMRS radio, or a scanner, can listen to your conversations even if you have a privacy code set. The privacy code does not actually protect your privacy; rather, it keeps your radio from playing conversations from others using the same channel, for your convenience. However, note the in range limitation. An eavesdropper would generally need to be within a few miles of you.

Motorola DLR/DTR privacy As touched on above, while these also aren t encrypted, as far as I am aware, no tools exist to eavesdrop on DLR/DTR conversations. Change the PIN away from the default 0000, ideally to something that doesn t end in 0 (to pick a different hopset) and you have pretty decent privacy right there. Decent doesn t mean perfect; it is certainly possible that sophisticated adversaries or state agencies could decode DLR/DTR traffic, since it is unencrypted. As a practical matter, though, the lack of consumer equipment that can decode this makes it be, as I say, pretty decent .

Meshtastic Meshtastic uses strong AES encryption. But as messaging features require a paired phone, the privacy implications of a phone also apply here.

Range I tested my best 5W GMRS radios, as well as a Motorola DTR600 talking to a DLR1060. (I also tried two DLR1060s talking to each other; there was no change in rnage.) I took a radio with me in the car, and had another sitting on my table indoors. Those of you familiar with radios will probably recognize that being in a car and being indoors both attenuate (reduce the strength of) the signal significantly. I drove around in a part of Kansas with gentle rolling hills. Both the GMRS and the DLR/DTR had a range of about 2-3 miles. There were times when each was able to pull out a signal when the other was not. The DLR/DTR series was significantly better while the vehicle was in motion. In weaker signal conditions, the GMRS radios were susceptible to significant picket fencing (static caused by variation in the signal strength when passing things like trees), to the point of being inaudible or losing the signal entirely. The DLR/DTR remained perfectly clear there. I was able to find some spots where, while parked, the GMRS radios had a weak but audible signal but the DLR/DTR had none. However, in all those cases, the distance to GMRS dropping out as well was small. Basically, no radios penetrate the ground, and the valleys were a problem for them all. Differences may play out in other ways in other environments as well: for instance, dense urban environments, heavy woods, indoor buildings, etc. GMRS radios can be used with repeaters, or have a rooftop antenna mounted on a car, both of which could significantly extend range and both of which are rare. The DLR/DTR series are said to be exceptionally good at indoor environments; Motorola rates them for penetrating 20 floors, for instance. Reports on MyGMRS forums state that they are able to cover an entire cruise ship, while the metal and concrete in them poses a big problem for GMRS radios. Different outdoor landscapes may favor one or the other also. Some of the cheapest FRS radios max out at about 0.5W or even less. This is probably only a little better than yelling distance in many cases. A lot of manufacturers obscure transmit power and use outlandish claims of range instead; don t believe those. Find the power output. A 2W FRS transmitter will be more credible range-wise, and the 5W GMRS transmitter as I tested better yet. Note that even GMRS radios are restricted to 0.5W on channels 8-14. The Motorola DLR/DTR radio gets about the same range with 1W as a GMRS radio does with 5W. The lower power output allows the DLR to be much smaller and lighter than a 5W GMRS radio for similar performance.

Overall conclusions Of course, what you use may depend on your needs. I d generally say:

• For basic use, the high quality, good range, reasonable used price, and very small size of the Motorola DLR would make it a good all-arounder. Give one to each person (or kid) for use at the mall or amusement park, take them with you to concerts and festivals, etc.
• Between vehicles, the Motorola DLR/DTR have a clear range advantage over the GMRS radios for vehicles in motion, though the GPS features of the more advanced GMRS radios may be more useful here.
• For wilderness hiking and the like, GMRS radios that have GPS, maps, and NOAA weather radio reception may prove compelling and worth the extra bulk. More flexible power options may also be useful.
• Low-end FRS radios can be found very cheap; around $20-$30 new for the lowest end, though their low power output and questionable charging circuits may limit their utility where it really counts.
• If you just can t move away from cell phones, try the Zoleo app, which can provide some radio-like features.
• A satellite communicator is still good backup safety gear for the wilderness.

Postscript: A final plug for amateur radio My 10-year-old Kenwood TH-D71A already had features none of these others have. For instance, its support for APRS and ability to act as a digipeater for APRS means that TH-D71As can form an automatic mesh between them, each one repeating new GPS positions or text messages to the others. Traditional APRS doesn t perform well in weak signal situations; however, more modern digital systems like D-Star and DMR also support APRS over more modern codecs and provide all sorts of other advantages as well (though not FHSS). My conclusions above assume a person is not going to go the amateur radio route for whatever reason. If you can get those in your group to get their license the technician is all you need a whole world of excellent options opens to you.

Appendix: The Trisquare eXRS Prior to 2012, a small company named Trisquare made a FHSS radio they called the eXRS that operated on the 900MHz band like Motorola s DLR/DTR does. Trisquare aimed at consumers and their radios were cheaper than the Motorola DLR/DTR. However, that is where the similarities end. Trisquare had an analog voice transmission, even though it used FHSS. Also, there is a problem that can arise with FHSS systems: synchronization. The receiver must hop frequencies in exactly the same order at exactly the same time as the sender. Motorola has clearly done a lot of engineering around this, and I have never encountered a synchronization problem in my DLR/DTR testing, not even once. eXRS, on the other hand, had frequent synchronization problems, which manifested themselves in weak signal conditions and sometimes with doubling. When it would happen, everyone would have to be quiet for a minute or two to give all the radios a chance to timeout and reset to the start of the hop sequence. In addition, the eXRS hardware wasn t great, and was susceptible to hardware failure. There are some that still view eXRS as a legendary device and hoard them. You can still find them used on eBay. When eXRS came out in 2007, it was indeed nice technology for the day, ahead of its time in some ways. I used and loved the eXRS radios back then; powerful GMRS wasn t all that common. But compared to today s technology, eXRS has inferior range to both GMRS and Motorola DLR/DTR (from my recollection, about a third to half of what I get with today s GMRS and DLR/DTR), is prone to finicky synchronization issues when signals are weak, and isn t made very robustly. I therefore don t recommend the eBay eXRS units. Don t assume that the eXRS weaknesses extend to Motorola DLR/DTR. The DLR/DTR radios are done well and don t suffer from the same problems. Note: This article has a long-term home on my website, where it may be updated from time to time.

The American moral and social philosopher Eric Hoffer reportedly said that every great cause begins as a movement, becomes a business, and eventually degenerates into a racket. The reform movement to make healthcare safer is clearly a great cause, but patient safety efforts are increasingly following Hoffer's path.

Mum I dunno from where to start. While I m not supposed to announce it, mum left this earth a month ago (thirteen days when I started to write this blog post) ago. I am still in part denial, part shock, and morose. Of all the seasons in a year, the rainy season used to be my favorite, now would I ever be able to look and feel other than the emptiness that this season has given me? In some senses, it is and was very ironic, when she became ill about last year, I had promised myself I would be by her side for 5-6 years, not go anywhere either Hillhacks or Debconf or any meetup and I was ok with that. Now that she s no more I have no clue why am I living. What is the purpose, the utility? When she was alive, the utility was understandable. We had an unspoken agreement, I would like after her, and she was supposed to look after me. A part of me self-blames as I am sure, I have done thousands of things wrong otherwise the deal was that she was going to be for another decade. But now that she has left not even halfway, I dunno what to do. I don t have someone to fight with anymore It s mostly a robotic existence atm. I try to distract myself via movies, web series, the web, books, etc. whatever can take my mind off. From the day she died to date, I have a lower back pain which acts as a reminder. It s been a month, I eat, drink, and am surviving but still feel empty. I do things suggested by extended family but within there is no feeling, just emptiness :(. I have no clue if things will get better and even if I do want the change. I clearly have no idea, so let me share a little about what I know.

Samsung Galaxy M-52G Just a couple of days before she died, part of our extended family had come and she chose that opportunity to gift me Samsung Galaxy M-52G even though my birthday was 3 months away. Ironically, after I purchased it, the next day, one of the resellers of the phone cut the price from INR 28k to 20k. If a day more, I could have saved another 8k/- but what s done is done To my mind, the phone is middling yet a solid phone. I had the phone drop accidentally at times but not a single scratch or anything like that. One can look at the specs in greater detail on fccd.io. Before the recent price drop, as I shared it was a mid-range phone so am gonna review it on that basis itself. One of the first things I did is to buy a plastic cover as well as a cover shield even though the original one is meant to work for a year or more. This was simply for added protection and it has served me to date. Even with the additional weight, I can easily use it with one hand. It only becomes problematic when using chatting apps. such as Whatsapp, Telegram, Quicksy and a few others where it comes with Samsung keyboard with the divided/split keyboard. The A.I. for guessing words and sentences are spot-on when you are doing it in English but if you try a mixture of Hinglish (Hindi and English) that becomes a bit of a nightmare. Tryng to each A.I; new words is something of a task. I wish there was an interface in which I could train the A.I. so it could be served for Hinglish words also. I do think it does, but it s too rudimentary as it is to be any useful at least where it is now.

WiFi Direct While my previous phone did use wifi direct but it that ancient android version wasn t wedded to Wifi Direct as this one is. You have essentially two ways to connect to any system outside. One is through Wi-Fi Direct and the more expensive way is through mobile data. One of the strange things I found quite a number of times, that Wifi would lose it pairings. Before we get into it, Wikipedia has a good explanation of what Wifi direct is all about. Apparently, either my phone or my modem loses the pairing, which of the two is the culprit, I really don t know. There are two apps from the Play Store that do help in figuring out what the issue is (although it is limited in what it gives out in info. but still good.) The first one is Wifi Signal Meter and the other one is WifiAnalyzer (open-source). I have found that pairing done through Wifi Signal Meter works better than through Google s own implementation which feels lacking. The whole universe of Android seems to be built on apps and games and many of these can be bought for money, but many of these can also be played using a combination of micro-transactions and ads. For many a game, you cannot play for more than 5 minutes before you either see an ad or wait for something like 2-3 hrs. before you attempt again. Hogwarts Mystery, for e.g., is an example of that. Another one would be Explore Lands . While Hogwarts Mystery is more towards the lore created by J.K.Rowling and you can really get into the thick of things if you know the lore, Explore lands is more into Exploration of areas. In both the games, you are basically looking to gain energy over a period of time, which requires either money or viewing ads or a combination of both Sadly most ads and even Google don t seem to have caught up that I m deaf so most ads do not have subtitles, so more often than not they are useless to me. I have found also that many games share screenshots or videos that have nothing to do with how the game is. So there is quite a bit of misleading going on. I did read that Android had been having issues with connecting with developers after their app. is in the Play Store. Most apps. ask and require a whole lot of permissions that aren t needed by that app.

F-Droid Think Pirate Praveen had introduced me to F-Droid and a whole lot of things have happened in F-Droid, lot more apps. games etc. the look of F-Droid has been pulled back. In fact, I found Neo Store to be a better skin to see F-Droid. I have yet to explore more of F-Droid before sharing any recommendations and spending some time on it. I do find that many of foss apps. do need to work on how we communicate with our users. For e.g. one app. that Praveen had shared with me recently was Quicksy. And while it is better, it uses a double negative while asking permission whether it should or not to use more of the phone s resources. It is an example of that sort of language that we need to be aware of and be better. I know this post is more on the mobile rather than the desktop but that is where I m living currently.

• Leaked emails become unattestable (plausibily deniable) within a few days soon after the configured maximum email propagation time.
• Mail domain DNS configuration can be static, and separated from operational DKIM key rotation. Domain owner delegates DKIM configuration to mailserver administrator, so that dkim-rotate does not need to edit your mail domain s zone.
• When a single mail server handles multiple mail domains, only a single dkim-rotate instance is needed.
• Supports situations where multiple mail servers may originate mails for a single mail domain.
• DNS zonefile remains small; old keys are published via a webserver, rather than DNS.
• Supports runtime (post-deployment) changes to tuning parameters and configuration settings. Careful handling of errors and out-of-course situations.
• Convenient outputs: a standard DNS zonefile; easily parseable settings for the MTA; and, a directory of old keys directly publishable by a webserver.

Changes in version 0.2.11 (2022-08-06)

• More specific includes in RcppCCTZ_API.h (Jing Lu in #42 closing #41).
• Synchronized with upstream CCTZ (Dirk in #43).
• Switched r-ci to r2u use.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. Please report excessive re-aggregation in third-party for-profit settings.

Reproducible Builds summit 2022 Despite several delays, we are pleased to announce that registration is open for our in-person summit this year: November 1st November 3rd
The event will happen in Venice (Italy). We intend to pick a venue reachable via the train station and an international airport. However, the precise venue will depend on the number of attendees. Please see the announcement email for information about how to register.

Is reproducibility practical? Ludovic Court s published an informative blog post this month asking the important question: Is reproducibility practical?:

Our attention was recently caught by a nice slide deck on the methods and tools for reproducible research in the R programming language. Among those, the talk mentions Guix, stating that it is for professional, sensitive applications that require ultimate reproducibility , which is probably a bit overkill for Reproducible Research . While we were flattered to see Guix suggested as good tool for reproducibility, the very notion that there s a kind of reproducibility that is ultimate and, essentially, impractical, is something that left us wondering: What kind of reproducibility do scientists need, if not the ultimate kind? Is reproducibility practical at all, or is it more of a horizon?

The post goes on to outlines the concept of reproducibility, situating examples within the context of the GNU Guix operating system.

diffoscope diffoscope is our in-depth and content-aware diff utility. Not only can it locate and diagnose reproducibility issues, it can provide human-readable diffs from many kinds of binary formats. This month, Chris Lamb prepared and uploaded versions 218, 219 and 220 to Debian, as well as made the following changes:

• New features:
  • Support Haskell 9.x series files. [ ]
• Bug fixes:
  • Fix a regression introduced in version 207 where diffoscope would crash if one directory contained a directory that wasn t in the other. Thanks to Alderico Gallo for the testcase. [ ]
  • Don t traceback if we encounter an invalid Unicode character in Haskell versioning headers. [ ]
• Output improvements:
  • Improve output of Markdown and reStructuredText to use code blocks with highlighting. [ ]
• Codebase improvements:
  • Space out a file a little. [ ]
  • Update various copyright years. [ ]

Mailing list On our mailing list this month:

• Roland Clobus posted his Eleventh status update about reproducible [Debian] live-build ISO images, noting amongst many other things! that all major desktops build reproducibly with bullseye, bookworm and sid.
• Santiago Torres-Arias announced a Call for Papers (CfP) for a new SCORED conference, an academic workshop around software supply chain security . As Santiago highlights, this new conference invites reviewers from industry, open source, governement and academia to review the papers [and] I think that this is super important to tackle the supply chain security task .

Upstream patches The Reproducible Builds project attempts to fix as many currently-unreproducible packages as possible. This month, however, we submitted the following patches:

• Bernhard M. Wiedemann
  • openSUSE monthly report
  • acarsdec (embeds CPU info with march=native)
  • casacore (embeds CPU info with march=native)
  • kubernetes (uses random name of temporary directory)
  • setuptools/python-brotlicffi (toolchain, filesys/readdir)
  • sysstat (FTBFS in single CPU mode)
  • sundials (FTBFS in single CPU mode)
  • nim (FTBFS in single CPU mode)
  • doxygen/libzypp (toolchain readdir)
  • python-pyquil (build failure)
  • openssl-1_0_0 (build failure)
  • jsonrpc-glib (FTBFS in single CPU mode)
  • slurm (Link-Time Optimisation and .tar issues)
  • wasi-libc (sort the output from find)
• Chris Lamb:
  • #1015245 filed against libshumate.
  • #1015246 filed against zeal.
  • #1016186 filed against gappa.
• Philip Rinn:
  • #1014877 filed against cxref.
• Vagrant Cascadian:
  • #1014426 filed against cldump.
  • #1014428 filed against xmacro.
  • #1014559 filed against libloki.
  • #1014560 filed against ygl.
  • #1014561 filed against clp.
  • #1014564 filed against tvtime.
  • #1014789 filed against rdiff-backup-fs.

Reprotest reprotest is the Reproducible Builds project s end-user tool to build the same source code twice in widely and deliberate different environments, and checking whether the binaries produced by the builds have any differences. This month, the following changes were made:

• Holger Levsen:
  • Uploaded version 0.7.21 to Debian unstable as well as mark 0.7.22 development in the repository [ ].
  • Make diffoscope dependency unversioned as the required version is met even in Debian buster. [ ]
  • Revert an accidentally committed hunk. [ ]
• Mattia Rizzolo:
  • Apply a patch from Nick Rosbrook to not force the tests to run only against Python 3.9. [ ]
  • Run the tests through pybuild in order to run them against all supported Python 3.x versions. [ ]
  • Fix a deprecation warning in the setup.cfg file. [ ]
  • Close a new Debian bug. [ ]

Reproducible builds website A number of changes were made to the Reproducible Builds website and documentation this month, including:

• Arnout Engelen:
  • Add a link to recent May Contain Hackers 2022 conference talk slides. [ ]
• Chris Lamb:
  • Correct some grammar. [ ]
• Holger Levsen:
  • Add talk from FOSDEM 2015 presented by Holger and Lunar. [ ]
  • Show date of presentations if we have them. [ ][ ]
  • Add my presentation from DebConf22 [ ] and from Debian Reunion Hamburg 2022 [ ].
  • Add dhole to the speakers of the DebConf15 talk. [ ]
  • Add raboof s talk Reproducible Builds for Trustworthy Binaries from May Contain Hackers. [ ]
  • Drop some Debian-related suggested ideas which are not really relevant anymore. [ ]
  • Add a link to list of packages with patches ready to be NMUed. [ ]
• Mattia Rizzolo:
  • Add information about our upcoming event in Venice. [ ][ ][ ][ ]

Testing framework The Reproducible Builds project runs a significant testing framework at tests.reproducible-builds.org, to check packages and other artifacts for reproducibility. This month, Holger Levsen made the following changes:

• Debian-related changes:
  • Create graphs displaying existing .buildinfo files per each Debian suite/arch. [ ][ ]
  • Fix a typo in the Debian dashboard. [ ][ ]
  • Fix some issues in the pkg-r package set definition. [ ][ ][ ]
  • Improve the builtin-pho HTML output. [ ][ ][ ][ ]
  • Temporarily disable all live builds as our snapshot mirror is offline. [ ]
• Automated node health checks:
  • Detect dpkg failures. [ ]
  • Detect files with bad UNIX permissions. [ ]
  • Relax a regular expression in order to detect Debian Live image build failures. [ ]
• Misc changes:
  • Test that FreeBSD virtual machine has been updated to version 13.1. [ ]
  • Add a reminder about powercycling the armhf-architecture mst0X node. [ ]
  • Fix a number of typos. [ ][ ]
  • Update documentation. [ ][ ]
  • Fix Munin monitoring configuration for some nodes. [ ]
  • Fix the static IP address for a node. [ ]

In addition, Vagrant Cascadian updated host keys for the cbxi4pro0 and wbq0 nodes [ ] and, finally, node maintenance was also performed by Mattia Rizzolo [ ] and Holger Levsen [ ][ ][ ].

Contact As ever, if you are interested in contributing to the Reproducible Builds project, please visit our Contribute page on our website. However, you can get in touch with us via:

• IRC: #reproducible-builds on irc.oftc.net.
• Twitter: @ReproBuilds
• Mailing list: rb-general@lists.reproducible-builds.org

$ kubectl -n prod get pods -l db=mongo   wc -l
236

$ kubectl -n prod exec redacted-pod-name-69875496f8-8bj4f -- cat /proc/1/net/tcp
  sl  local_address rem_address   st tx_queue rx_queue tr tm->when retrnsmt   uid  timeout inode                                                     
   0: AC00F00A:C9FA C2906714:6989 01 00000000:00000000 02:00000DA9 00000000  1001        0 376439162 2 0000000000000000 21 4 0 10 -1                 
   1: AC00F00A:CA00 C2906714:6989 01 00000000:00000000 02:00000E76 00000000  1001        0 376439811 2 0000000000000000 21 4 0 10 -1                 
   2: AC00F00A:8ED0 C2906714:6989 01 00000000:00000000 02:000004DA 00000000  1001        0 445806350 2 0000000000000000 21 4 30 10 -1                
   3: AC00F00A:CA02 C2906714:6989 01 00000000:00000000 02:000000DD 00000000  1001        0 376439812 2 0000000000000000 21 4 0 10 -1                 
   4: AC00F00A:C9FE C2906714:6989 01 00000000:00000000 02:00000DA9 00000000  1001        0 376439810 2 0000000000000000 21 4 0 10 -1                 
   5: AC00F00A:8760 C2906714:6989 01 00000000:00000000 02:00000810 00000000  1001        0 375803096 2 0000000000000000 21 4 0 10 -1                 
   6: AC00F00A:C9FC C2906714:6989 01 00000000:00000000 02:00000DA9 00000000  1001        0 376439809 2 0000000000000000 21 4 0 10 -1                 
   7: AC00F00A:C56C C2906714:6989 01 00000000:00000000 02:00000DA9 00000000  1001        0 376167298 2 0000000000000000 21 4 0 10 -1                 
   8: AC00F00A:883C C2906714:6989 01 00000000:00000000 02:00000734 00000000  1001        0 375823415 2 0000000000000000 21 4 30 10 -1 

$ kubectl -n prod exec redacted-pod-name-69875496f8-8bj4f -- cat /proc/1/net/tcp   grep :6989   wc -l
9

• list the pods using MongoDB using kubectl -n prod get pods -l db=mongo
• find the pods using more that 10 connections using the kubectl exec command shown above
• compute the deployment name of these pods (which was possible given the naming convention used with our pods and deployments)
• restart the deployment of these pods with a kubectl rollout restart deployment command

• the monitoring tools provided by the hosting services.
• a good knowledge of Linux internals
• consistent labels on our pods
• the naming conventions used for our kubernetes artifacts

• Slides
• Talk page
• Video of the talk

• Well-Kept Gardens Die By Pacifism
• You cannot create or curate a community where everyone is welcome

• I'm not speaking for the whole of DAM
• Motivation in part is personal frustration, and need to set boundaries and negotiate expectations

• history

• approve account creation
• manage the New Member Process and nm.debian.org
• close MIA accounts
• occasional emergency termination of accounts
• handle Emeritus
• with lots of help from FrontDesk and MIA teams (big shoutout)

• we are not mediators
• we are not a community management team
• a list or IRC moderation team
• we are not responsible for vision or strategic choices about how people are expected to interact in Debian
• We shouldn't try and solve things because they need solving

• Over time, the community has grown larger and more complex, in a larger and more complex online environment
• Enforcing the Diversity Statement and the Code of Conduct
• Emergency list moderation
  • we have ended up using DAM warnings to compensate for the lack of list moderation, at least twice
• contributors.debian.org (mostly only because of me, but it would be good to have its own team)

• except for rare glaring cases, patterns of behaviour / intentions / taking feedback in, are more relevant than individual incidents
• we do not set out to fix people. It is enough for us to get people to acknowledge a problem
  • if they can't acknowledge a problem they're probably out
  • once a problem is acknowledged, fixing it could be their implementation detail
  • then again it's not that easy to get a number of troublesome people to acknowledge problems, so we go back to the problem of deciding when enough is enough

• I got to a point where I look at DAM warnings as potential signals that DAM has ended up with the ball that everyone else in Debian dropped.
• DAM warning means we haven't gotten to a last resort situation yet, meaning that it probably shouldn't be DAM dealing with this at this point
• Everyone in the project can write a person "do you realise there's an issue here? Can you do something to stop?", and give them a chance to reflect on issues or ignore them, and build their reputation accordingly.
• People in Debian should not have to endure, completey powerless, as trolls drag painful list discussions indefinitely until all the trolled people run out of energy and leave. At the same time, people who abuse a list should expect to be suspended or banned from the list, not have their Debian membership put into question (unless it is a recurring pattern of behaviour).
• The push to grow DAM warnings as a tool, is a sign of the rest of Debian passing on their responsibilities, and DAM picking them up.
• Then in DAM we end up passing on things, too, because we also don't have the energy to face another intensive megametathread, and as we take actions for things that shouldn't quite be our responsibility, we face a higher level of controversy, and therefore demotivation.
• Also, as we take actions for things that shouldn't be our responsibility, and work on a higher level of controversy, our legitimacy is undermined (and understandably so)
  • there's a pothole on my street that never gets filled, so at some point I go out and fill it. Then people thank me, people complain I shouldn't have, people complain I didn't fill it right, people appreciate the gesture and invite me to learn how to fix potholes better, people point me out to more potholes, and then complain that potholes don't get fixed properly on the whole street. I end up being the problem, instead of whoever had responsibility of the potholes but wasn't fixing them
• The Community Team, the Diversity Team, and individual developers, have no energy or entitlement for explaining what a healthy community looks like, and DAM is left with that responsibility in the form of accountability for their actions: to issue, say, a DAM warning for bullying, we are expected to explain what is bullying, and how that kind of behaviour constitutes bullying, in a way that is understandable by the whole project.
• Since there isn't consensus in the project about what bullying loos like, we end up having to define it in a warning, which again is a responsibility we shouldn't have, and we need to do it because we have an escalated situation at hand, but we can't do it right

• We have the Diversity Statement
• We have the Code of Conduct
• We have the DebConf Code of Conduct
• We have the Debian Mailinglist Code of Conduct

• you can't encode common sense about people behaviour in written rules: no matter how hard you try, people will find ways to cheat that
• so one can use rules as a guideline, and someone responsible for the bits that can't go into rules.
  • context matters, privilege/oppression matters, patterns matter, histor matters
• example:
  • call a person out for breaking a rule
  • get DARVO in response
  • state that DARVO is not acceptable
  • get concern trolling against margninalised people and accuse them of DARVO if they complain
• example: assume good intentions vs enabling
• example: rule lawyering and Figure skating
• this cannot be solved by GRs: I/we (DAM)/possibly also we (Debian) don't want to do GRs about evaluating people

• How to DoS discussions in Debian
  • example: gender, minority groups, affirmative action, inclusion, anything about the community team itself, anything about the CoC, systemd, usrmerge, dam warnings, expulsions
    • think of a topic. Think about sending a mail to debian-project about it. If you instinctively shiver at the thought, this is probably happening
    • would you send a mail about that to -project / -devel?
    • can you think of other topics?
  • it is an effective way of governance as it excludes topics from public discussion
• A small number of people abuse all this, intentionally or not, to effectively manipulate decision making in the project.
• Instead of using the rules of the community to bring forth the issues one cares about, it costs less energy to make it unthinkable or unbearable to have a discussion on issues one doesn't want to progress. What one can't stop constructively, one can oppose destructively.
• even regularly diverting the discussion away from the original point or concern is enough to derail it without people realising you're doing it
• This is an effective strategy for a few reckless people to unilaterally direct change, in the current state of Debian, at the cost of the health and the future of the community as a whole.
• There are now a number of important issues nobody has the energy to discuss, because experience says that energy requirements to bring them to the foreground and deal with the consequences are anticipated to be disproportionate.
• This is grave, as we're talking about trolling and bullying as malicious power moves to work around the accepted decision making structures of our community.
• Solving this is out of scope for this talk, but it is urgent nevertheless, and can't be solved by expecting DAM to fix it

• It is also a small group of people who cannot pick up the responsibility of doing what the community isn't doing for itself
• I believe we need to recover the Community Team: it's been years that every time they write something in public, they get bullied by the same recurring small group of people (see governance by bullying above)

• I was just saying that we are not the emergency catch all
• When the only enforcement you have is "nuclear escalation", there's nothing you can do until it's too late, and meanwhile lots of people suffer (this was written before Russia invaded Ukraine)
• Also, when issues happen on public lists, the BTS, or on IRC, some of the perpetrators are also outside of the jurisdiction of DAM, which shows how DAM is not the tool for this

• Talking about emergency catch alls, don't they have enough to do already?

• Concentrating all responsibility on social issues on a single point creates a scapegoat: we're blamed for any conduct issue, and we're blamed for any action we take on conduct issues
  • also, when you are a small group you are personally identified with it. Taking action on a person may mean making a new enemy, and becoming a target for harassment, retaliation, or even just the general unwarranted hostility of someone who is left with an axe to grind
• As long as responsibility is centralised, any action one takes as a response of one micro-aggression (or one micro-aggression too many) is an overreaction. Distributing that responsibility allows a finer granularity of actions to be taken
  • you don't call the police to tell someone they're being annoying at the pub: the people at the pub will tell you you're being annoying, and the police is called if you want to beat them up in response
• We are also a community where we have no tool to give feedback to posts, so it still looks good to nitpick stupid details with smart-looking tranchant one-liners, or elaborate confrontational put-downs, and one doesn't get the feedback of "that did not help". Compare with discussing https://salsa.debian.org/debian/grow-your-ideas/ which does have this kind of feedback
  • the lack of moderation and enforcement makes the Debian community ideal for easy baiting, concern trolling, dog whistling, and related fun, and people not empowered can be so manipulated to troll those responsible
  • if you're fragile in Debian, people will play cat and mouse with you. It might be social awkwardness, or people taking themselves too serious, but it can easily become bullying, and with no feedback it's hard to tell and course correct
• Since DAM and DPL are where the ball stops, everyone else in Debian can afford to let the ball drop.
• More generally, if only one group is responsible, nobody else is

• Police alone does not make a community safe: a community makes a community safe.
• DDs currently have no power to act besides complaining to DAM, or complaining to Community Team that then can only pass complaints on to DAM.
  • you could act directly, but currently nobody has your back if the (micro-)aggression then starts extending to you, too
• From no power comes no responsibility. And yet, the safety of a community is sustainable only if it is the responsibility of every member of the community.
• don't wait for DAM as the only group who can do something
• people should be able to address issues in smaller groups, without escalation at project level
• but people don't have the tools for that
• I/we've shouldered this responsibility for far too long because nobody else was doing it, and it's time the whole Debian community gets its act together and picks up this responsibility as they should be. You don't get to not care just because there's a small number of people who is caring for you.

• distinguish DAM decisions from decisions that are more about vision and direction, and would require more representation
• DAM warnings shouldn't belong in DAM
• who is responsible for interpretation of the CoC?
• deciding what to do about controversial people shouldn't belong in DAM
• curation of the community shouldn't belong in DAM
• can't do this via GRs, it's a mess to do a GR to decide how acceptable is a specific person's behaviour, and a lot of this requires more and more frequent micro-decisions than one'd do via GRs

             total        used        free      shared  buff/cache  available
Mem:      32717924     3101156    26950016      143608     2666752  29011928
Swap:      1000444           0     1000444

             total       used       free     shared    buffers     cached
Mem:      32717924    6063648   26654276          0     313552    2234436
-/+ buffers/cache:    3515660   29202264
Swap:      1000444          0    1000444

1. Find the min_free_kybtes setting in sysfs which is the minimum amount of free memory the kernel will handle
2. Add a 25% to this value (e.g. if it was 4000 make it 5000), this is the low watermark
3. To find available, start with MemFree and subtract the low watermark
4. If half of both Inactive(file) and Active(file) values are greater than the low watermark, add that half value otherwise add the sum of the values minus the low watermark
5. If half of Slab Claimable is greater than the low watermark, add that half value otherwise add Slab Claimable minus the low watermark
6. If what you get is less than zero, make available zero
7. Or, just look at Available in /proc/meminfo

• Used: Total - Available, unless Available is not present then it s Total Free
• Cached: Cached + Reclaimable Slabs
• Swap/Low/HighUsed: Corresponding Total - Free (no change here)

;; Define a function,  fact , to calculate factorials (recursively).
(define fact (lambda (n)
  (if (<= n 1)
    1
      (* n (fact (- n 1))))))
;; Invoke the factorial function, using apply
(apply (list 1 2 3 4 5 6 7 8 9 10)
  (lambda (x)
    (print "%s! => %s" x (fact x))))

(define zero? (lambda (n) (if (= n 0) #t #f)))
(define even? (lambda (n) (if (zero? (% n 2)) #t #f)))
(define odd?  (lambda (n) (! (even? n))))
(define sq    (lambda (x) (* x x)))

(print "Even numbers from 0-10: %s"
  (filter (nat 11) (lambda (x) (even? x))))
(print "Squared numbers from 0-10: %s"
  (map (nat 11) (lambda (x) (sq x))))

• Simple TCL-like scripting language.
• Simple FORTH-like scripting language.
• Yet another Lisp, in golang.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. Please report excessive re-aggregation in third-party for-profit settings.

Save the date! Despite several delays, we are pleased to announce dates for our in-person summit this year: November 1st 2022 November 3rd 2022
The event will happen in/around Venice (Italy), and we intend to pick a venue reachable via the train station and an international airport. However, the precise venue will depend on the number of attendees. Please see the announcement mail from Mattia Rizzolo, and do keep an eye on the mailing list for further announcements as it will hopefully include registration instructions.

News David Wheeler filed an issue against the Rust programming language to report that builds are not reproducible because full path to the source code is in the panic and debug strings . Luckily, as one of the responses mentions: the --remap-path-prefix solves this problem and has been used to great effect in build systems that rely on reproducibility (Bazel, Nix) to work at all and that there are efforts to teach cargo about it here .
The Python Security team announced that:

The ctx hosted project on PyPI was taken over via user account compromise and replaced with a malicious project which contained runtime code which collected the content of os.environ.items() when instantiating Ctx objects. The captured environment variables were sent as a base64 encoded query parameter to a Heroku application [ ]

As their announcement later goes onto state, version-pinning using hash-checking mode can prevent this attack, although this does depend on specific installations using this mode, rather than a prevention that can be applied systematically.
Developer vanitasvitae published an interesting and entertaining blog post detailing the blow-by-blow steps of debugging a reproducibility issue in PGPainless, a library which aims to make using OpenPGP in Java projects as simple as possible . Whilst their in-depth research into the internals of the .jar may have been unnecessary given that diffoscope would have identified the, it must be said that there is something to be said with occasionally delving into seemingly low-level details, as well describing any debugging process. Indeed, as vanitasvitae writes:

Yes, this would have spared me from 3h of debugging But I probably would also not have gone onto this little dive into the JAR/ZIP format, so in the end I m not mad.

Kees Cook published a short and practical blog post detailing how he uses reproducibility properties to aid work to replace one-element arrays in the Linux kernel. Kees approach is based on the principle that if a (small) proposed change is considered equivalent by the compiler, then the generated output will be identical but only if no other arbitrary or unrelated changes are introduced. Kees mentions the fantastic diffoscope tool, as well as various kernel-specific build options (eg. KBUILD_BUILD_TIMESTAMP) in order to prepare my build with the known to disrupt code layout options disabled .
Stefano Zacchiroli gave a presentation at GDR S curit Informatique based in part on a paper co-written with Chris Lamb titled Increasing the Integrity of Software Supply Chains. (Tweet)

Debian In Debian in this month, 28 reviews of Debian packages were added, 35 were updated and 27 were removed this month adding to our knowledge about identified issues. Two issue types were added: nondeterministic_checksum_generated_by_coq and nondetermistic_js_output_from_webpack. After Holger Levsen found hundreds of packages in the bookworm distribution that lack .buildinfo files, he uploaded 404 source packages to the archive (with no meaningful source changes). Currently bookworm now shows only 8 packages without .buildinfo files, and those 8 are fixed in unstable and should migrate shortly. By contrast, Debian unstable will always have packages without .buildinfo files, as this is how they come through the NEW queue. However, as these packages were not built on the official build servers (ie. they were uploaded by the maintainer) they will never migrate to Debian testing. In the future, therefore, testing should never have packages without .buildinfo files again. Roland Clobus posted yet another in-depth status report about his progress making the Debian Live images build reproducibly to our mailing list. In this update, Roland mentions that all major desktops build reproducibly with bullseye, bookworm and sid but also goes on to outline the progress made with automated testing of the generated images using openQA.

GNU Guix Vagrant Cascadian made a significant number of contributions to GNU Guix:

• Submitted patches to fix reproducibility issues in keyutils and isl as well as reported two bugs affecting reproducibility testing [ ][ ].
• 23 specific fixes related to reproducibility. [1][2][3][4][5][6][7][8][9][10][11][12][13][14][15][16][17][18][19][20][21][22][23]
• Proposed setting FORCE_SOURCE_DATE=1 in the environment of all builds in order to fix numerous timestamp issues in documentation generation tools.
• Identified reproducibility issues in the maradns package as it appears to embed a random prime number. (Patch)
• Responded in a thread to point out that GNU Guix already has the infrastructure in place to verify the reproducibility of downloaded substitutes for the vast majority of packages.
• Lastly, Vagrant performed an evaluation of the unreproducible packages that remain in the distribution.

Elsewhere in GNU Guix, Ludovic Court s published a paper in the journal The Art, Science, and Engineering of Programming called Building a Secure Software Supply Chain with GNU Guix:

This paper focuses on one research question: how can [Guix]((https://www.gnu.org/software/guix/) and similar systems allow users to securely update their software? [ ] Our main contribution is a model and tool to authenticate new Git revisions. We further show how, building on Git semantics, we build protections against downgrade attacks and related threats. We explain implementation choices. This work has been deployed in production two years ago, giving us insight on its actual use at scale every day. The Git checkout authentication at its core is applicable beyond the specific use case of Guix, and we think it could benefit to developer teams that use Git.

A full PDF of the text is available.

openSUSE In the world of openSUSE, SUSE announced at SUSECon that they are preparing to meet SLSA level 4. (SLSA (Supply chain Levels for Software Artifacts) is a new industry-led standardisation effort that aims to protect the integrity of the software supply chain.) However, at the time of writing, timestamps within RPM archives are not normalised, so bit-for-bit identical reproducible builds are not possible. Some in-toto provenance files published for SUSE s SLE-15-SP4 as one result of the SLSA level 4 effort. Old binaries are not rebuilt, so only new builds (e.g. maintenance updates) have this metadata added. Lastly, Bernhard M. Wiedemann posted his usual monthly openSUSE reproducible builds status report.

diffoscope diffoscope is our in-depth and content-aware diff utility. Not only can it locate and diagnose reproducibility issues, it can provide human-readable diffs from many kinds of binary formats. This month, Chris Lamb prepared and uploaded versions 215, 216 and 217 to Debian unstable. Chris Lamb also made the following changes:

• New features:
  • Print profile output if we were called with --profile and we were killed via a TERM signal. This should help in situations where diffoscope is terminated due to some sort of timeout. [ ]
  • Support both PyPDF 1.x and 2.x. [ ]
• Bug fixes:
  • Also catch IndexError exceptions (in addition to ValueError) when parsing .pyc files. (#1012258)
  • Correct the logic for supporting different versions of the argcomplete module. [ ]
• Output improvements:
  • Don t leak the (likely-temporary) pathname when comparing PDF documents. [ ]
• Logging improvements:
  • Update test fixtures for GNU readelf 2.38 (now in Debian unstable). [ ][ ]
  • Be more specific about the minimum required version of readelf (ie. binutils), as it appears that this patch level version change resulted in a change of output, not the minor version. [ ]
  • Use our @skip_unless_tool_is_at_least decorator (NB. at_least) over @skip_if_tool_version_is (NB. is) to fix tests under Debian stable. [ ]
  • Emit a warning if/when we are handling a UNIX TERM signal. [ ]
• Codebase improvements:
  • Clarify in what situations the main finally block gets called with respect to TERM signal handling. [ ]
  • Clarify control flow in the diffoscope.profiling module. [ ]
  • Correctly package the scripts/ directory. [ ]

In addition, Edward Betts updated a broken link to the RSS on the diffoscope homepage and Vagrant Cascadian updated the diffoscope package in GNU Guix [ ][ ][ ].

Upstream patches The Reproducible Builds project detects, dissects and attempts to fix as many currently-unreproducible packages as possible. We endeavour to send all of our patches upstream where appropriate. This month, we wrote a large number of such patches, including:

• Bernhard M. Wiedemann:
  • build-compare caused a regression for a few days.
  • python-fasttext (CPU-related issue).
• Chris Lamb:
  • #1012614 filed against node-dommatrix.
  • #1012766 filed against rtpengine.
  • #1012790 filed against sphinxcontrib-mermaid.
  • #1012792 filed against yaru-theme.
  • #1012836 filed against mapproxy (forwarded upstream).
  • #1013257 filed against libxsmm.
  • #1014041 filed against yt-dlp (forwarded upstream).
  • #891263 was filed against puppet in February 2018 and the patch was finally proposed for inclusion upstream.

Testing framework The Reproducible Builds project runs a significant testing framework at tests.reproducible-builds.org, to check packages and other artifacts for reproducibility. This month, the following changes were made:

• Holger Levsen:
  • Add a package set for packages that use the R programming language [ ] as well as one for Rust [ ].
  • Improve package set matching for Python [ ] and font-related [ ] packages.
  • Install the lz4, lzop and xz-utils packages on all nodes in order to detect running kernels. [ ]
  • Improve the cleanup mechanisms when testing the reproducibility of Debian Live images. [ ][ ]
  • In the automated node health checks, deprioritise the generic kernel warning . [ ]
• Roland Clobus (Debian Live image reproducibility):
  • Add various maintenance jobs to the Jenkins view. [ ]
  • Cleanup old workspaces after 24 hours. [ ]
  • Cleanup temporary workspace and resulting directories. [ ]
  • Implement a number of fixes and improvements around publishing files. [ ][ ][ ]
  • Don t attempt to preserve the file timestamps when copying artifacts. [ ]

And finally, node maintenance was also performed by Mattia Rizzolo [ ].

Mailing list and website On our mailing list this month:

• David Wheeler started a thread stating his desire that reproducible builds and GitBOM are able to work together simultaneously. David first describes the goals of both GitBOM and reproducibility, outlines the potential problems and even outlines a number of prospective solutions.
• In a similar vein, David Wheeler also posted about the problems with Profile-Guided Optimisation (PGO) in relation to reproducible builds.
• Roland Clobus copied in our mailing list with a question about whether enabling link-time optimisations (LTO) in Debian as a whole might cause reproducibility problems.
• Mattia Rizzolo posted a request for assistance regarding the translations of our website.

Lastly, Chris Lamb updated the main Reproducible Builds website and documentation in a number of small ways, but primarily published an interview with Hans-Christoph Steiner of the F-Droid project. Chris Lamb also added a Coffeescript example for parsing and using the SOURCE_DATE_EPOCH environment variable [ ]. In addition, Sebastian Crane very-helpfully updated the screenshot of salsa.debian.org s request access button on the How to join the Salsa group. [ ]

Contact If you are interested in contributing to the Reproducible Builds project, please visit our Contribute page on our website. However, you can get in touch with us via:

• IRC: #reproducible-builds on irc.oftc.net.
• Twitter: @ReproBuilds
• Mailing list: rb-general@lists.reproducible-builds.org