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Lobsters Digest (AI)
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lobsters-digest.xml
<?xml version='1.0' encoding='utf-8'?>
<rss version="2.0">
<channel>
<title>Lobsters</title>
<link>https://lobste.rs/</link>
<description />
<pubDate>Fri, 10 Apr 2026 12:32:45 -0500</pubDate>
<ttl>120</ttl>
<lastBuildDate>Sat, 11 Apr 2026 05:25:29 GMT</lastBuildDate>
<item><title>Put your SSH keys in your TPM chip</title><link>https://raymii.org/s/tutorials/Put_your_SSH_keys_in_your_TPM_chip.html</link><guid>https://lobste.rs/s/ggum7f</guid><author>raymii.org by raymii</author><pubDate>Fri, 10 Apr 2026 12:32:45 -0500</pubDate><comments>https://lobste.rs/s/ggum7f/put_your_ssh_keys_your_tpm_chip</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; This article details how to enhance SSH key security by storing them in a Trusted Platform Module (TPM) chip, presenting it as a more secure alternative to filesystem storage, akin to Hardware Security Modules (HSMs) but device-bound. It offers a practical guide covering TPM setup for SSH, including software installation, creating a PKCS#11 store, token management, and securely importing SSH keys generated on offline systems. The author highlights that keys stored in a TPM never leave the device and are protected from malware, though acknowledges that TPMs are generally less secure than portable HSMs and may be affected by BIOS updates.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion includes alternative tools like &lt;a href="https://lobste.rs/c/dc8xgh"&gt;ssh-tpm-agent&lt;/a&gt; by &lt;a href="https://lobste.rs/c/dc8xgh"&gt;Foxboron&lt;/a&gt;, while &lt;a href="https://lobste.rs/c/rftfbm"&gt;tavianator&lt;/a&gt; and &lt;a href="https://lobste.rs/c/ccaapx"&gt;Foxboron&lt;/a&gt; commend `sbctl`. &lt;a href="https://lobste.rs/c/ciqiuc"&gt;zie&lt;/a&gt; and &lt;a href="https://lobste.rs/c/pihtrb"&gt;trousers&lt;/a&gt; mention using 1Password for SSH key management, with &lt;a href="https://lobste.rs/c/ciqiuc"&gt;zie&lt;/a&gt; noting it's "secure enough" and a broader, free solution compared to TPMs, and &lt;a href="https://lobste.rs/c/rbvvih"&gt;zie&lt;/a&gt; learning about Secretive as an alternative. &lt;a href="https://lobste.rs/c/7sju2s"&gt;accelbread&lt;/a&gt; shares a negative experience with TPM-backed SSH keys due to recurring issues, opting for Yubikeys with FIDO2 instead for a more reliable solution.&lt;/p&gt;</description><category>security</category><category>linux</category></item><item><title>Why Aren't We uv Yet?</title><link>https://aleyan.com/blog/2026-why-arent-we-uv-yet</link><guid>https://lobste.rs/s/xfbwic</guid><author>aleyan.com by aleyan</author><pubDate>Fri, 10 Apr 2026 08:34:03 -0500</pubDate><comments>https://lobste.rs/s/xfbwic/why_aren_t_we_uv_yet</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; This article explores why `uv`, despite being highly admired and widely adopted in newer Python projects, has not yet become the dominant Python package and environment management tool. The author highlights that while `uv` simplifies Python installations and virtual environments, traditional tools like `pip` and `requirements.txt` are still overwhelmingly recommended by coding agents (LLMs). A study of GitHub repositories shows `uv` appearing in 30-32% of newer Python repos, but still lagging behind `requirements.txt`. The author suggests this gap is largely due to LLMs being trained on older data. Recommendations include library authors adding `uv` install instructions, application authors recommending `uv` with `pyproject.toml` and `uv.lock`, and script authors using inline script dependencies as per PEP 723.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion largely revolves around concerns regarding the commercial backing and acquisition of Astral products (like `uv`) by OpenAI, with &lt;a href="https://lobste.rs/c/afgmth"&gt;grym&lt;/a&gt; expressing wariness of "enshittification" and skepticism towards tools for language A written in language B. &lt;a href="https://lobste.rs/c/t4fnxj"&gt;yossarian&lt;/a&gt; counters, emphasizing that `uv` maintainers are deeply embedded in PyPA tooling and Python development, suggesting the relationship with alternative tools is less adversarial. Several users, including &lt;a href="https://lobste.rs/c/dltkn0"&gt;zie&lt;/a&gt; and &lt;a href="https://lobste.rs/c/erf8ps"&gt;zie&lt;/a&gt;, acknowledge the risk of future "enshittification" but are unconcerned due to `uv`'s permissive Apache 2.0/MIT license, enabling a potential fork (with &lt;a href="https://lobste.rs/c/bcdqd4"&gt;Brekkjern&lt;/a&gt; humorously suggesting the name "sunscreen"). &lt;a href="https://lobste.rs/c/og7bov"&gt;natkr&lt;/a&gt; adds that "enshittification" can also manifest as pressure to "dogfood," while &lt;a href="https://lobste.rs/c/sar7nv"&gt;white-star&lt;/a&gt; praises `uv`'s maturity and criticizes `pip` for its ongoing issues and maintainer responses.&lt;/p&gt;</description><category>python</category></item><item><title>The Honest Climate Case for AI</title><link>https://dev.to/dcc/the-honest-climate-case-for-ai-5hg5</link><guid>https://lobste.rs/s/kfm1ph</guid><author>dev.to by darccio</author><pubDate>Fri, 10 Apr 2026 10:05:46 -0500</pubDate><comments>https://lobste.rs/s/kfm1ph/honest_climate_case_for_ai</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; The article "The Honest Climate Case for AI" asserts that while AI's current environmental footprint is minimal compared to other sectors, its rapid growth trajectory is a concern for future electricity demand. It highlights that energy consumption per individual AI query is negligible, but the shift to more complex reasoning models and agentic workflows significantly increases power usage. The author emphasizes that efficiency gains in AI hardware are being outpaced by escalating demand, illustrating Jevons paradox. Crucially, the climate impact of AI hinges on the energy mix powering data centers, advocating for clean firm power to outweigh costs and benefits. It recommends that individuals focus on systemic energy infrastructure changes rather than personal AI usage, and calls for policymakers to implement carbon-aware siting rules and accelerate clean energy deployment.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; Commenters questioned the article's "honest" title, with &lt;a href="https://lobste.rs/c/irhxd7"&gt;adrien&lt;/a&gt; and &lt;a href="https://lobste.rs/c/cmlell"&gt;creesch&lt;/a&gt; suggesting potential bias or LLM assistance due to its phrasing. A key point of contention was the impact of individual AI usage versus industry trends; &lt;a href="https://lobste.rs/c/d2l3mu"&gt;fleebee&lt;/a&gt; argued that user rejection of LLMs could influence industry investment and data center construction, challenging the notion that personal use is irrelevant. &lt;a href="https://lobste.rs/c/v3jvja"&gt;k749gtnc9l3w&lt;/a&gt; supported this by suggesting slowing uptake could prevent building beyond physical possibility. Conversely, &lt;a href="https://lobste.rs/c/fnkakl"&gt;Yogthos&lt;/a&gt; proposed that AI tech will become more efficient and shift to edge devices, akin to past technologies, but &lt;a href="https://lobste.rs/c/iuegns"&gt;creesch&lt;/a&gt; countered that powerful models still require significant data center resources, indicating local capabilities are not yet comparable.&lt;/p&gt;</description><category>vibecoding</category></item><item><title>Meet Kiki - an array language</title><link>https://eli.li/kiki</link><guid>https://lobste.rs/s/cwxvlh</guid><author>eli.li via henderson</author><pubDate>Fri, 10 Apr 2026 12:30:35 -0500</pubDate><comments>https://lobste.rs/s/cwxvlh/meet_kiki_array_language</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; Kiki is a new array programming language characterized by its glyph-forged symbols, each with distinct monadic and dyadic meanings, ensuring no overloading or ambiguity. It operates on a right-to-left execution model, exemplified by operations like summing an array with `+/` or filtering elements. The article describes Kiki as a "personal tongue" distinct from other array languages like Uxn, BQN, K, and Q, offering an interactive playground for users to explore its unique arithmetic of arrays.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; Commenters praised the language for its elegant design and well-chosen symbols, with &lt;a href="https://lobste.rs/c/zwjuzz"&gt;sebastien&lt;/a&gt; finding the introductory post entertaining and the overall UI fresh. Discussion arose regarding the consistency of dyadic operator notation, as &lt;a href="https://lobste.rs/c/a0e2ez"&gt;LeahNeukirchen&lt;/a&gt; noted the contrast between `: +` and `+/`. Other users, like &lt;a href="https://lobste.rs/c/icqued"&gt;Internet_Janitor&lt;/a&gt; and &lt;a href="https://lobste.rs/c/64gvku"&gt;slot&lt;/a&gt;, drew comparisons to K, discussing potential ambiguities and parsing complexities in related array languages, while &lt;a href="https://lobste.rs/c/c00rev"&gt;toastal&lt;/a&gt; inquired about array languages that process left-to-right.&lt;/p&gt;</description><category>plt</category><category>apl</category></item><item>
<title>Favorite programmer website?</title>
<link>https://lobste.rs/s/iq7i4f/favorite_programmer_website</link>
<guid>https://lobste.rs/s/iq7i4f</guid>
<author> by schmudde</author>
<pubDate>Fri, 10 Apr 2026 04:53:52 -0500</pubDate>
<comments>https://lobste.rs/s/iq7i4f/favorite_programmer_website</comments>
<description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; The author stumbled across John Walker's old website (&lt;a href="https://www.fourmilab.ch/"&gt;https://www.fourmilab.ch/&lt;/a&gt;), describing it as a gem of personality and interests, and asks the community for their favorite programmer websites that aren't just blogs.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion features various recommendations for programmer websites. &lt;a href="https://lobste.rs/c/j21lx2"&gt;xilef&lt;/a&gt; mentioned lobste.rs itself and &lt;a href="https://lobste.rs/c/q8qd68"&gt;eli.thegreenplace.net&lt;/a&gt;. &lt;a href="https://lobste.rs/c/cqdcv7"&gt;slot&lt;/a&gt; suggested &lt;a href="https://okmij.org/ftp/"&gt;okmij.org/ftp/&lt;/a&gt; and &lt;a href="http://tom7.org/"&gt;tom7.org&lt;/a&gt;. &lt;a href="https://lobste.rs/c/h4pjrx"&gt;LesleyLai&lt;/a&gt; shared &lt;a href="https://samwho.dev/"&gt;samwho.dev&lt;/a&gt;, while &lt;a href="https://lobste.rs/c/rvqe5s"&gt;zetashift&lt;/a&gt; added &lt;a href="https://ciechanow.ski/"&gt;ciechanow.ski&lt;/a&gt;. &lt;a href="https://lobste.rs/c/1gju0l"&gt;ashwinsundar&lt;/a&gt; provided a list including &lt;a href="https://www.redblobgames.com/"&gt;redblobgames.com&lt;/a&gt;, &lt;a href="https://acko.net/"&gt;acko.net&lt;/a&gt;, &lt;a href="https://gwern.net/"&gt;gwern.net&lt;/a&gt;, and &lt;a href="https://cluesbysam.com/"&gt;cluesbysam.com&lt;/a&gt;. &lt;a href="https://lobste.rs/c/mbjixo"&gt;WilhelmVonWeiner&lt;/a&gt; praised &lt;a href="https://prog21.dadgum.com/"&gt;prog21.dadgum.com&lt;/a&gt;. &lt;a href="https://lobste.rs/c/rjr7qu"&gt;gerikson&lt;/a&gt; noted the passing of John Walker, whose site prompted the discussion, and emphasized the importance of digital wills for site longevity.&lt;/p&gt;</description>
<category>programming</category>
<category>ask</category>
</item>
<item>
<title>Installing every* Firefox extension</title>
<link>https://jack.cab/blog/every-firefox-extension/</link>
<guid>https://lobste.rs/s/3ukqqt</guid>
<author>jack.cab via freddyb</author>
<pubDate>Fri, 10 Apr 2026 05:29:37 -0500</pubDate>
<comments>https://lobste.rs/s/3ukqqt/installing_every_firefox_extension</comments>
<description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; The article details an ambitious project to install nearly every Firefox extension, revealing a total of 84,235 unique extensions amounting to 49.3 GB. The author describes the complex process of scraping extension data from the Firefox Add-ons store API, overcoming limitations with pagination and employing various sorting strategies and category filtering. The analysis of this dataset uncovered interesting facts, including the largest extensions (dmitlichess, ReactBot Web), the smallest (theTabs-saver), the lowest-rated (Tab Stack for Firefox), and the most prolific developer (Dr. B with 84 extensions). The article also exposes security concerns such as phishing extensions utilizing homoglyph attacks and external databases for malicious redirects, as well as SEO spam and Potentially Unwanted Applications (PUAs) disguised as legitimate tools.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; Commenters praised the data analysis in the article, with &lt;a href="https://lobste.rs/c/yf98nb"&gt;regalialong&lt;/a&gt; highlighting the discovery of the dmitlichess extension as a new favorite. &lt;a href="https://lobste.rs/c/uze5bt"&gt;ploum&lt;/a&gt; drew parallels between the chaotic state of a browser with all extensions installed and heavily burdened Internet Explorer installations from the past, a sentiment echoed by &lt;a href="https://lobste.rs/c/gzmax7"&gt;dsschnau&lt;/a&gt; who recalled similar "tech support" experiences. Additionally, &lt;a href="https://lobste.rs/c/swxscx"&gt;regalialong&lt;/a&gt; lauded the article's clever interactive elements, such as `javascript:open_all_extensions()` and `javascript:install_random_extension()` links, which subversively engage the reader in the author's experimental journey.&lt;/p&gt;</description>
<category>browsers</category>
</item>
<item><title>Capsicum vs seccomp: Process Sandboxing</title><link>https://vivianvoss.net/blog/capsicum-vs-seccomp</link><guid>https://lobste.rs/s/hbirya</guid><author>vivianvoss.net via runxiyu</author><pubDate>Fri, 10 Apr 2026 10:41:05 -0500</pubDate><comments>https://lobste.rs/s/hbirya/capsicum_vs_seccomp_process_sandboxing</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; This article provides a comparison and overview of process sandboxing techniques, focusing on Capsicum and seccomp, to explore how these mechanisms can be used to enhance system security by isolating processes.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion opens with &lt;a href="https://lobste.rs/c/7zocea"&gt;dubiouslittlecreature&lt;/a&gt; and &lt;a href="https://lobste.rs/c/grpphr"&gt;runxiyu&lt;/a&gt; questioning if the article is LLM-generated due to writing style, with &lt;a href="https://lobste.rs/c/q1yy9g"&gt;dubiouslittlecreature&lt;/a&gt; citing repetitive phrasing. Commenters then explore alternative sandboxing methods; &lt;a href="https://lobste.rs/c/ibz8cb"&gt;zie&lt;/a&gt; raises concerns about eBPF for security and suggests Linux Landlock, while &lt;a href="https://lobste.rs/c/ao62qw"&gt;runxiyu&lt;/a&gt; inquires about emulating Capsicum on Linux and points out potential inaccuracies in the article's seccomp-bpf description. Further discussion from &lt;a href="https://lobste.rs/c/ahew1g"&gt;zie&lt;/a&gt; highlights Landlock's advantages, though &lt;a href="https://lobste.rs/c/iew8aq"&gt;runxiyu&lt;/a&gt; notes implementation challenges with Landlock for existing directory file descriptors. Finally, &lt;a href="https://lobste.rs/c/vgtvca"&gt;hubabuba44&lt;/a&gt; wonders about the article's limited focus on Landlock.&lt;/p&gt;</description><category>security</category><category>linux</category><category>freebsd</category></item><item><title>maki - the efficient coder (AI agent)</title><link>https://maki.sh/</link><guid>https://lobste.rs/s/0vuzbv</guid><author>maki.sh via msangi</author><pubDate>Fri, 10 Apr 2026 02:35:09 -0500</pubDate><comments>https://lobste.rs/s/0vuzbv/maki_efficient_coder_ai_agent</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; Maki is an efficient, lightweight AI coding agent built as a Rust TUI to address limitations of existing coding agents like high token costs and speed. It employs novel context token reduction techniques, leading to approximately 40% cost savings and 2x faster performance. Key features include parsing languages into code skeletons for context efficiency, a sandboxed Python interpreter for flexible tool execution, task-specific subagents, and a lean system prompt. Maki also offers a fast Rust TUI with full visibility into token usage and costs, sensible permissions through Tree-sitter parsing, and long-term memory capabilities.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion largely revolves around Maki's technical implementation and user experience. &lt;a href="https://lobste.rs/c/twvtd9"&gt;One user&lt;/a&gt; pointed out potential inaccuracies in a code example within the article concerning dependency checking, specifically regarding `Cargo.toml` parsing. Other comments raised questions about the sandboxed Python environment, with &lt;a href="https://lobste.rs/c/fpdsz3"&gt;one responder&lt;/a&gt; noting its implementation via `pydantic/monty` and &lt;a href="https://lobste.rs/c/kc9muq"&gt;another&lt;/a&gt; detailing its practical benefits in reducing token usage for tool definitions and enabling the LLM to write more flexible scripts, despite inherent sandbox risks. Additionally, a user (sy) inquired about model effort customization and reported a clipboard issue affecting copy-paste functionality on Linux, while acknowledging better performance on Windows.&lt;/p&gt;</description><category>vibecoding</category></item><item><title>What are you doing this weekend?</title><link>https://lobste.rs/s/rcom8t/what_are_you_doing_this_weekend</link><guid>https://lobste.rs/s/rcom8t</guid><author> by caius</author><pubDate>Fri, 10 Apr 2026 02:59:27 -0500</pubDate><comments>https://lobste.rs/s/rcom8t/what_are_you_doing_this_weekend</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; This post invites readers to share their plans for the upcoming weekend, offering a space for discussion, seeking help, or giving feedback, and acknowledges that it is equally valid to have no specific plans.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; Users are sharing a diverse range of weekend activities. Many are focused on personal development and projects, such as &lt;a href="https://lobste.rs/c/qdkoll"&gt;marcecoll&lt;/a&gt; implementing a Unison/Elm inspired language, &lt;a href="https://lobste.rs/c/0v9v4a"&gt;nick4&lt;/a&gt; working on a search engine, &lt;a href="https://lobste.rs/c/j2i64r"&gt;mordae&lt;/a&gt; experimenting with GPU compute, and &lt;a href="https://lobste.rs/c/e3fymg"&gt;zaphar&lt;/a&gt; building an offline knowledge base. Others are engaging in leisure and travel, including &lt;a href="https://lobste.rs/c/iuysjw"&gt;xnacly&lt;/a&gt; moving to Bilbao, &lt;a href="https://lobste.rs/c/u83w0f"&gt;caius&lt;/a&gt; going on a Zed Roadster weekend in Scotland, &lt;a href="https://lobste.rs/c/a4u803"&gt;invlpg&lt;/a&gt; visiting Hamburg, and &lt;a href="https://lobste.rs/c/yq1jzi"&gt;incanus&lt;/a&gt; celebrating a birthday with various culinary experiences. Some are combining work and leisure, like &lt;a href="https://lobste.rs/c/nyu8z2"&gt;oceanhaiyang&lt;/a&gt; planning for a coffee brewing event and resolving database issues, or &lt;a href="https://lobste.rs/c/yq1jzi"&gt;offby1&lt;/a&gt; attending a hockey game and hacking on Hugo Awards voting tools, a role they later clarified in &lt;a href="https://lobste.rs/c/qdkoll"&gt;a follow-up comment&lt;/a&gt;. Themes include productivity, travel, learning, and relaxation, with several mentions of attending BugBash '26, including &lt;a href="https://lobste.rs/c/sifxqq"&gt;slightknack&lt;/a&gt; joining &lt;a href="https://lobste.rs/c/qdkoll"&gt;marcecoll&lt;/a&gt;. The discussion also touches on specific technical interests, such as &lt;a href="https://lobste.rs/c/k60qys"&gt;runxiyu&lt;/a&gt; researching object capability models for Wayland and &lt;a href="https://lobste.rs/c/ipcmhh"&gt;topicpartition&lt;/a&gt; "vibe-coding" a leaderless log server.&lt;/p&gt;</description><category>programming</category><category>ask</category></item><item><title>In defense of GitHub's poor uptime</title><link>https://evanhahn.com/in-defense-of-githubs-poor-uptime/</link><guid>https://lobste.rs/s/gh1rks</guid><author>evanhahn.com via untitaker</author><pubDate>Fri, 10 Apr 2026 14:49:46 -0500</pubDate><comments>https://lobste.rs/s/gh1rks/defense_github_s_poor_uptime</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; Evan Hahn argues that reports of GitHub's "zero nines uptime" are misleading, as aggregate downtime statistics can unfairly penalize well-isolated services. He explains that if multiple, independent services experience non-overlapping outages, the cumulative uptime appears worse than if a single monolithic service had fewer, longer outages. For example, GitHub's core Git operations show 98.98% uptime, which is a "D tier" rather than an "F tier" performance. While still acknowledging GitHub's uptime is unacceptably low, the author defends the engineering practice of isolating services, even if it leads to seemingly poorer overall availability numbers.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion largely confirms user frustration with GitHub's reliability while exploring the nuances presented in the article. &lt;a href="https://lobste.rs/c/zdm4rd"&gt;mitchellh&lt;/a&gt; states that something on GitHub fails "every single day" in a disruptive way. &lt;a href="https://lobste.rs/c/dsgbm1"&gt;ashwinsundar&lt;/a&gt; and &lt;a href="https://lobste.rs/c/lensnd"&gt;koala&lt;/a&gt; counter the article's premise, arguing that a typical development workflow involves multiple GitHub services, making reliability an "AND" of their uptimes, not independent events. &lt;a href="https://lobste.rs/c/otijcu"&gt;Diti&lt;/a&gt; suggests GitLab as an alternative. &lt;a href="https://lobste.rs/c/lensnd"&gt;koala&lt;/a&gt; also points to GitHub's "entrenched monopoly" and degrading UI as other reasons for dissatisfaction. &lt;a href="https://lobste.rs/c/1dbbob"&gt;arcayr&lt;/a&gt; speculates that LLMs might be contributing to GitHub's increased load, while &lt;a href="https://lobste.rs/c/d4z2nq"&gt;ClashTheBunny&lt;/a&gt; and &lt;a href="https://lobste.rs/c/sbbma1"&gt;ScottRedig&lt;/a&gt; appreciate the nuanced perspective, with Scott noting that the inability to use even one critical feature can halt a workflow.&lt;/p&gt;</description><category>devops</category><category>culture</category></item><item><title>What are your programming "hunches" you haven't yet investigated?</title><link>https://lobste.rs/s/gns27z/what_are_your_programming_hunches_you</link><guid>https://lobste.rs/s/gns27z</guid><author> by WilhelmVonWeiner</author><pubDate>Thu, 09 Apr 2026 03:55:25 -0500</pubDate><comments>https://lobste.rs/s/gns27z/what_are_your_programming_hunches_you</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; This article asks programmers to share their "hunches"—ideas about how certain problems could be better solved that they haven't had the time or confidence to investigate, aiming to spark interesting discussions and new perspectives.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion revolved around several programming hunches. One prominent theme was building cross-platform GUI toolkits starting from accessibility instead of rendering, with &lt;a href="https://lobste.rs/c/bgqshe"&gt;hawski&lt;/a&gt; suggesting it would be more practical and yield complete toolkits sooner. &lt;a href="https://lobste.rs/c/lxsjif"&gt;david_chisnall&lt;/a&gt; mentioned EtoileUI's similar approach and the potential for UIs to render as voice or TUI, while &lt;a href="https://lobste.rs/c/0fetn3"&gt;rprospero&lt;/a&gt; highlighted benefits for testing and customization. Another hunch discussed by &lt;a href="https://lobste.rs/c/8j4qsv"&gt;hailey&lt;/a&gt; proposed using 32-bit pointers on 64-bit systems (the Linux x32 ABI) to significantly reduce memory usage, demonstrating a Mastodon deployment saving nearly half its memory. The conversation also explored the challenges with multiarch support and memory savings (&lt;a href="https://lobste.rs/c/k3n83t"&gt;david_chisnall&lt;/a&gt;). Finally, &lt;a href="https://lobste.rs/c/0fetn3"&gt;WilhelmVonWeiner&lt;/a&gt; posited that infrastructure-as-code is fundamentally flawed, suggesting a shift to "property-based infrastructure" that defines system requirements using logic languages, drawing parallels to property-based testing, a concept echoed by &lt;a href="https://lobste.rs/c/0fetn3"&gt;iocompletion&lt;/a&gt; and &lt;a href="https://lobste.rs/c/0fetn3"&gt;veqq&lt;/a&gt; with historical examples.&lt;/p&gt;</description><category>programming</category><category>ask</category></item><item><title>Git Repositories as a Module System</title><link>https://alnewkirk.com/projects/git-from</link><guid>https://lobste.rs/s/gfuvjw</guid><author>alnewkirk.com by iamalnewkirk</author><pubDate>Fri, 10 Apr 2026 07:55:19 -0500</pubDate><comments>https://lobste.rs/s/gfuvjw/git_repositories_as_module_system</comments><description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; The article introduces "Git From," a tool that leverages Git repositories as a module system for simple distribution problems, bypassing the complexity of traditional package managers like npm or pip. It allows users to selectively pull "slices" – specific files or directories – from a repository into their working directory, optionally using a `.gitfrom` file in the source repo to define distributions and a `--perform` flag for post-copy Bash commands. This tool is designed for tasks like distributing config templates, shared test fixtures, or skill libraries, focusing on situations where only a subset of a repository's content is needed without full dependency management. The author notes that its security model is based on transparency, acknowledging that `--perform` runs arbitrary code with the same threat model as `curl ... | bash`.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion largely revolves around the article's writing style and comparisons to existing tools. Several users, including &lt;a href="https://lobste.rs/c/bvh3nb"&gt;hwayne&lt;/a&gt; and &lt;a href="https://lobste.rs/c/35kc65"&gt;koala&lt;/a&gt;, express suspicion that the article might be AI/LLM-generated due to certain linguistic patterns, with &lt;a href="https://lobste.rs/c/35kc65"&gt;koala&lt;/a&gt; detailing specific phrases. &lt;a href="https://lobste.rs/c/fs6w1u"&gt;jonsterling&lt;/a&gt; notes the emerging issue of AI-generated content on the platform. Other comments discuss the tool's approach compared to established solutions; &lt;a href="https://lobste.rs/c/4wmtrv"&gt;captn3m0&lt;/a&gt; suggests `git submodules` might be more suitable for tracking changes, while &lt;a href="https://lobste.rs/c/hyxp03"&gt;Corbin&lt;/a&gt; questions the security of the `--perform` flag, comparing it to "Nix flakes but less secure." &lt;a href="https://lobste.rs/c/xikezi"&gt;sigmonsez&lt;/a&gt; clarifies that the tool is more akin to a dotfile manager than a Nix flake.&lt;/p&gt;</description><category>devops</category><category>programming</category></item><item>
<title>Let’s talk about LLMs</title>
<link>https://www.b-list.org/weblog/2026/apr/09/llms/</link>
<guid>https://lobste.rs/s/j2l2ya</guid>
<author>b-list.org via jparise</author>
<pubDate>Thu, 09 Apr 2026 07:10:56 -0500</pubDate>
<comments>https://lobste.rs/s/j2l2ya/let_s_talk_about_llms</comments>
<description>&lt;p&gt;&lt;strong&gt;The Gist:&lt;/strong&gt; The article "Let’s talk about LLMs" by b-list.org critically examines the impact of Large Language Models (LLMs) on software development, invoking Fred Brooks' "No Silver Bullet" thesis. The author asserts that the fundamental challenges in software development lie in conceptualization, design, and testing—the "essence"—rather than the "accidental" difficulties of code generation speed. He argues that even significant improvements in coding efficiency via LLMs will not yield an "order-of-magnitude improvement" in overall productivity, as coding constitutes a minor portion of the development lifecycle. The piece references the DORA report, which indicates increased "delivery instability" alongside AI adoption, and a METR study highlighting developers' tendency to overstate LLM-driven productivity gains, concluding that LLMs are not the revolutionary "silver bullet" for software engineering.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;The Lobsters Take:&lt;/strong&gt; The discussion largely echoes the article's skepticism. &lt;a href="https://lobste.rs/c/1rzflz"&gt;The author, ubernostrum,&lt;/a&gt; provides a summary stating that Fred Brooks' "No Silver Bullet" remains relevant for LLMs, and foundational software development practices yield better returns. &lt;a href="https://lobste.rs/c/rtygu9"&gt;nickmonad&lt;/a&gt;, despite initial hesitation, found the article worthwhile. &lt;a href="https://lobste.rs/c/dhvhwe"&gt;ubernostrum&lt;/a&gt; defends the article against claims of not trying specific LLM tools, emphasizing the focus on research and the problems of increased throughput without stability. &lt;a href="https://lobste.rs/c/2jazm1"&gt;hmpc&lt;/a&gt; likens LLM advocates to those pushing unhealthy habits, implying a potential crash after an initial high. &lt;a href="https://lobste.rs/c/zstldi"&gt;fleebee&lt;/a&gt; notes the author's preference for objective analysis over anecdotes and highlights the inaccuracy of self-reported productivity. &lt;a href="https://lobste.rs/c/u1ylym"&gt;FeepingCreature&lt;/a&gt;, however, criticizes the article for not hands-on testing LLMs and questions the workflow argument if coding costs were drastically reduced. &lt;a href="https://lobste.rs/c/6bwnjn"&gt;ubernostrum&lt;/a&gt; also advises readers familiar with "No Silver Bullet" that they can skip that section. &lt;a href="https://lobste.rs/c/wr2tot"&gt;akavel&lt;/a&gt; praises the summary, realizing it came from the author. &lt;a href="https://lobste.rs/c/uovcmu"&gt;reidrac&lt;/a&gt; commends the post, particularly the "On being left behind" section. &lt;a href="https://lobste.rs/c/qjtbwi"&gt;ubernostrum&lt;/a&gt; further clarifies that many perceived "costs" in software development stem from organizational processes rather than coding time itself.&lt;/p&gt;</description>
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