Half-Baked Product

https://weli.dev/images/social_card_bg_hu_2720064dc817e53c.webp
A founder builds an oven company with a flawed MVP that fails to deliver on its promises, despite raising millions of dollars in funding. The company struggles to execute its vision due to poor engineering, sales, and management decisions.

CarPlay Is Additive

https://www.caseyliss.com/images/2026/no.gif
The author is disappointed that Rivian vehicles do not support CarPlay, a feature that allows phone interaction in cars. They believe Rivian should offer CarPlay as an option to attract more customers and increase sales.

Valve open-source the Steam Machine e-ink screen so you can make your own

https://uploads.golmedia.net/uploads/articles/article_media/15354839511783064248gol2.webp
Valve has made the Steam Machine's e-ink display open source under the MIT license, allowing anyone to create their own "Inkterface". JSAUX plans to release pre-built versions of the display.

Why Switzerland has 25 gbit internet and America doesn't

https://stefan.schueller.net/posts/the-free-market-lie/title-image.png
Switzerland's fast and affordable internet is due to its highly regulated telecom sector with strong oversight and government-backed infrastructure projects. Other countries can learn from Switzerland's model by mandating open access to physical infrastructure and enforcing Point-to-Point architecture.

An American Privacy Emergency

https://scottaaronson.blog/wp-content/uploads/2026/07/image-2.png
The US Secretary of Commerce issued a directive (DAO 216-26) banning modern techniques for preserving privacy in large datasets, including differential privacy, in favor of outdated methods. This move is driven by political interests, not scientific merit, and will compromise the confidentiality of respondents' data and the public's trust in the Census process.

Alibaba to ban Claude Code in workplace over alleged backdoor risks, source says

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Costco is the anti-Amazon

https://phenomenalworld.org/wp-content/uploads/2026/06/pexels-photo-4030670-scaled.avif
Amazon's complex logistics model may not be the most efficient or socially beneficial, while Costco's simpler model offers lower costs and better worker treatment. A public grocery store model, inspired by Costco and the military commissary system, could provide cheaper groceries for New Yorkers with lower overhead.

Jamesob's guide to running SOTA LLMs locally

https://raw.githubusercontent.com/jamesob/local-llm/master/images/rig.png
User has $2k to spend on local machine intelligence and $40k for top-of-the-line. They have 4x RTX Pro 6000s and built a DDR4 system to host them.

Wordgard: In-browser rich-text editor from the creator of ProseMirror

Wordgard is an open-source JavaScript library for in-browser rich-text editors with a powerful programming interface. It's customizable and free to use under the MIT license, but commercial users are expected to contribute to its maintenance.

The Safari MCP server for web developers

https://webkit.org/wp-content/themes/webkit/images/preview-card.jpg
Safari MCP server is a new tool for web developers that makes debugging faster and more powerful by connecting agents to a Safari browser window. It enables agents to emulate user experiences, access DOM, network requests, and console output, reducing manual checks and improving productivity.

Espionage Against the European Parliament

https://citizenlab.ca/wp-content/uploads/2026/07/olive-oil-report-web.jpg
Stelios Kouloglou, a former European Parliament member, was hacked with NSO Group's Pegasus spyware twice, in October 2022 and March 2023, while investigating spyware abuses. The infections likely captured non-public information about committee activities, breaching EU parliamentary confidentiality.

Zuckerberg 'Admits' Meta's Layoffs Were Ineffective

Mark Zuckerberg admitted Meta's AI development hasn't accelerated as expected. Meta's management relies on "vibes" which often lead to wrong decisions.

60% Fable cost cut by converting code to images and having the model OCR it

https://raw.githubusercontent.com/teamchong/pxpipe/main/docs/assets/example-render.png
pxpipe compresses Claude Code requests by rendering bulky context as images, reducing input tokens by ~25k to ~2.7k. This results in a ~59-70% lower end-to-end bill.

Please stop the AI confidence theater

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The author of this post works at an AI company and feels that people are exaggerating the impact of AI, creating a toxic environment where everyone feels behind. They want people to stop the "AI Confidence Theater" and focus on real, achievable use cases.

Markets are competitive if and only if P != NP

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
The author proves that competitive markets require computational intractability, but if P = NP, collusion becomes sustainable. Artificial intelligence is pushing markets toward the collusive regime, causing algorithmic collusion.

Factories are just rooms

https://interconnected.org/home/2026/07/03/factories.png?v=1
You spoke to a year group about manufacturing, sharing your experience making an AI clock and showing them various stages of design and production. You aim to normalize hands-on learning and inspire kids to become makers and inventors.

Holes

https://imgs.xkcd.com/comics/holes_large.png

Memorizing session transcripts isn't useful

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The author found no performance benefit from giving agents access to previous transcript sessions, and automatically trawling through sessions also didn't improve performance unless a human was in the loop.

PostgreSQL and the OOM killer: Why we use strict memory overcommit

https://cdn.prod.website-files.com/64f9d9b4e737e7b37d4e39a4/669a6467d686c690fa7e7ac6_Burak.jpg
Enabling strict memory overcommit in Linux protects PostgreSQL from catastrophic OOM kills by preventing shared memory corruption. A kernel bug in Linux 6.5 caused inflated committed memory, but a fix was applied, allowing strict overcommit to be safely enabled.

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I Wasn't Allowed Prompting ChatGPT During My Chalk Talk: This Is Discrimination (2025)

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The author, a scientist, used AI tools to prepare for a tenure-track position interview but was expected to think independently without assistance. The author's use of AI was seen as a lack of independent thinking and foundational knowledge.

The Fall and Rise of Screwworm

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Screwworms, a flesh-eating parasite, have returned to the US after decades of eradication. The parasite was previously eliminated through a program that dropped millions of sterile male flies in infested areas.

Ask HN: Is anyone experimenting with different ways of using LLMs for coding?

You're frustrated with LLMs for programming, feeling stuck in a prompt-response loop. Researchers are exploring alternative models like the tab model, which may offer a more fluid coding experience.

SearXNG: A free internet metasearch engine

https://raw.githubusercontent.com/searxng/searxng/master/client/simple/src/brand/searxng.svg
SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled. - searxng/searxng

America, 1926: A forgotten 100-year-old report

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In 1926, America was a nation of contrasts, with rural areas stuck in the past and urban areas experiencing rapid change, technological advancements, and social upheaval. Despite progress in many areas, Americans were anxious about the future, fearing technological unemployment, the rise of the machine, and the decline of traditional values.

International chess federation sanctions Kramnik

https://www.fide.com/wp-content/uploads/FIDE-Blue-3.png
FIDE's EDC imposed a one-year ban on Vladimir Kramnik for violating FIDE's Ethics Code and Disciplinary Code. Kramnik must also serve 12 months of unpaid service for the benefit of the chess community.

Farmer, marketer at odds over sales of white nectarines

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A California farmer, Cesar Mora, is giving away his nectarine harvest due to a legal battle with Giumarra Brothers Fruit Co over exclusive rights to the 'Monalise' variety. Mora claims Giumarra threw away half of his nectarines in 2020 and sold them to Taiwan in 2022, breaching their contract.

The Life and Times of Maxis, Part 1: SimEverything

https://www.filfre.net/wp-content/uploads/2016/06/118655-simcity-macintosh-front-cover-239x300.jpg
The author praises gamers for preserving gaming history, but notes that their efforts can create a distorted view of the past. Games like SimCity and Myst are often overlooked in favor of more popular titles, but had significant influence on the gaming industry.

US residents angry datacenters 'shoved down our throats' are recalling officials

https://media.guim.co.uk/4933072e410c5b18df40be084aec6ac932ac8c99/0_0_12501_12500/500.jpg
Residents in Lenox Township, Michigan, and other US areas are opposing datacenter projects due to concerns over energy consumption, water usage, and property values. They are pushing for moratoriums and recalling officials who support such projects, showing unity across party lines.
https://www.economist.com/cdn-cgi/image/width=1424,quality=80,format=auto/content-assets/images/20260704_MAP002.jpg
Ekiti's rocky terrain hampers 21st-century commerce due to poor network connections. Starlink's satellite-internet service has improved the government's connection, offering a glimpse into Africa's urban future.

Hackers shoveled snow for company, were rewarded with network admin access

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Two red teamers gained access to a company's network by posing as new employees and exploiting a maintenance door left open during winter. They used a hidden Raspberry Pi to breach the network and gain domain admin access through password vulnerabilities.

FreeBSD ate my RAM

https://crocidb.com/post/freebsd-ate-my-ram/images/Pastedimage20260701210436.png
The user investigated why memory usage reported by fastfetch and btop differed on FreeBSD, discovering that the discrepancy was due to btop's incorrect handling of the ARC cache and filesystem metadata buffer cache. The user contributed patches to btop and htop to improve their memory usage reporting, and also submitted a PR to fastfetch, which was later merged with improvements.

Give Smart People the Tools to Do Smart Things

https://superuserdone.com/og/og-background_hu_ca9a6aaf37d1ad9d.png
AI companies are capitalizing on hype, promising to replace humans, but actual value lies in tools that empower experts to work more effectively. The future of AI should complement human expertise, not threaten it, by providing better tools for professionals to do their jobs more efficiently.

Faster embeddings: how we rebuilt the ONNX path in Manticore

https://manticoresearch.com/images/blog/onnx-embeddings-speedup_hue9525b6c84e5ccc97c65abf3dc016d51_368055_774b2680620ea3298cb729a6bef91bee.webp
Manticore Search 27.1.5 introduced a new ONNX Runtime backend for Auto Embeddings, achieving ~14× faster performance than the previous SentenceTransformers/Candle path. The new path is now the default for HuggingFace models with an .onnx file.

Best Simple System for Now (2025)

https://dannorth.net/blog/best-simple-system-for-now/the_general_problem.png
The author proposes a middle path called the Best Simple System for Now (BSSN), which balances simplicity and robustness by focusing on the current needs of a product. This approach prioritizes simplicity over future-proofing and encourages iterative delivery to reduce risk and increase return on investment.

AI saves about 3% of your hours, and almost none of it reaches the money

https://okaneland.com/features/study-ai-roi-at-work.svg?v=1
AI saves about 2.8% of work hours, but most of it doesn't reach paychecks or profit lines. To benefit from AI, focus on tasks it excels at, like writing and customer support, and deliberately bank the saved time.

Instead of banning AI, I made a classroom contract with my students

A computer science professor noticed a student using AI to complete assignments and initially considered failing him. However, the student's anxiety led the professor to reevaluate his stance on AI use in the classroom.

Commodore 64 Basic for PostgreSQL

A new PostgreSQL extension, PL/CBMBASIC, brings Commodore 64 BASIC to PostgreSQL. It executes function bodies on Commodore 64 BASIC V2, with a 15-microsecond power cycle per call.

Gemini Code Assist will be shut down on July 17

https://www.gstatic.com/devrel-devsite/prod/v3be1e30159846e100d05529400567b663b9f8b605137438a2f417848d68359dd/cloud/images/social-icon-google-cloud-1200-630.png
Gemini Code Assist on GitHub is a code reviewer that automatically summarizes pull requests and provides in-depth code reviews. It can be invoked at any stage of a pull request and interacts with users through comments.

Giant trees have no trouble pumping water to top branches

https://news.exeter.ac.uk/wp-content/uploads/2026/07/A-57m-tall-Dipterocarp-tree-with-a-double-rope-technique-DRT-rigged-for-canopy-access.-Credit-Palasiah-Jotan-x-1024x550.jpg
New research reveals that the world's tallest tropical trees can pump water to their topmost branches without difficulty. The study found that these trees' water systems are perfectly adapted to their height, making them no more vulnerable to drought than shorter trees.

Gun Mistakes in Fiction Writing: Handgun Edition

https://images.squarespace-cdn.com/content/68e69c83884dc82cc035a923/1766151833762-9XRDGBMPB66K10OLWTV7/Firearms-Handgun-Full-Size-Revolvers.jpg?content-type=image%2Fjpeg
The user discusses common gun mistakes in fiction writing, including manual safety errors and incorrect descriptions of handgun actions, and provides guidance on how to accurately depict firearms in stories. They recommend researching specific firearms and their characteristics to avoid mistakes and suggest consulting with experts or gun enthusiasts for accurate information.

The Demoralization of the White-Collar Worker

The American worker is struggling due to stagnant wages, rising housing costs, and unaffordable healthcare, leading to a "Great Detachment" where workers feel disconnected from their jobs and the system. The root causes of this issue include corporate greed, a broken pension system, and a healthcare system designed to deny claims, resulting in workers being forced to live paycheck to paycheck ...

AI Data Centers Use More Water Than Most Tech Giants Report

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Kagi Changelog (July 2): Heads, tails, and an AI toggle

https://kagifeedback.org/assets/files/2026-07-02/1783001568-980133-image.png
Kagi has made several updates to its search engine and browser, including adding a toggle to disable widgets, improving the Kagi Assistant experience, and launching the Orion 1.1 update for macOS. The company has also introduced a new Search API, expanded its Small Web ecosystem, and partnered with various organizations to promote privacy and security.

GLM5.2 on AMD MI355X at 2626 tok/s/node at over 2x lower cost than Blackwell

https://www.wafer.ai/assets/blog/covers/sunset.png
AMD's Instinct MI350 series offers cheaper GPUs with comparable specs to NVIDIA's Blackwells, but lacks day-0 support for frontier models. With optimization and tweaks, AMD can achieve competitive performance per dollar, closing the gap with NVIDIA, but still requires more support and development.

Leanstral 1.5: Proof Abundance for All

https://mistral.ai/_astro/Leanstral-charts_Z1P0BDJ.webp?dpl=6a47cdd357510b0008482aed
Leanstral 1.5 is a free, open-source model that delivers a performance upgrade for formal verification, achieving a new state-of-the-art on FATE-H/X and PutnamBench. It verifies complex code properties and uncovers previously unknown bugs in open-source repositories.

It Still Can't Do My Job: Four Years of Moving Goalposts (2022–2026)

The user documents the rapid development and overhyped claims of AI capabilities, including ChatGPT, GPT-4, and other models, which failed to meet expectations and were eventually debunked by skeptics. The user predicts that the current goalposts for AI will also be met with disappointment, citing the need for AI to handle legacy codebases, be accountable, and know what to build, rather than just how.

Program-as-Weights: A Programming Paradigm for Fuzzy Functions

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers propose fuzzy-function programming, compiling natural-language functions into compact neural artifacts. This approach, Program-as-Weights, uses a 4B compiler to produce efficient adapters for a lightweight interpreter.

Show HN: Mcpsnoop – Wireshark for MCP (transparent proxy and live TUI)

https://raw.githubusercontent.com/kerlenton/mcpsnoop/main/docs/demo.gif
mcpsnoop is a transparent proxy that shows real tool calls between AI client and MCP servers live in the terminal. It wraps your server command and displays every JSON-RPC frame in a live UI for debugging.

Goodbye, Forever, Probably

https://images.ctfassets.net/56dzm01z6lln/3SUGxR0oIO4bek9MeL0T4w/c4fd6ca0f8d4211c341a86b68a51f6f4/rtm_cover_art.png?w=450
The user, a developer relations professional, reflects on their career and the changing tech industry, feeling anxious and burnt out due to the pressure to constantly produce content and meet arbitrary metrics. They've decided to leave their DevRel role and focus on their own well-being, taking a lower salary and stepping back from public online presence to prioritize their mental health and ...

Ed Zitron on CNBC: GenAI Doesn't Work, and Big Tech Is Out of Hypergrowth Ideas

Steam Controller Auto-Charge – pilot to magnetic charging puck using CV

https://opengraph.githubassets.com/2d7d83b385db4cbd78ec95a023ceb8335b975486efecea13c2de773b0b1bf14f/FossPrime/Steam-Controller-Auto-Charge
Steam Controller Auto-Charge is an open-source app that automatically charges a Steam Controller using computer vision and WebHID telemetry. It uses optical flow tracking, haptic navigation, and battery status polling to guide the controller to its charging puck.

Applied Category Theory Course (2018)

This is a course based on Fong and Spivak's book Seven Sketches in Compositionality: An Invitation to Applied Category Theory, taught by John Baez and turned into nice webpages by Simon Burton. © 2018 John Baez

AI is 'not smart' so what's next in artificial intelligence?

https://ichef.bbci.co.uk/news/480/cpsprodpb/ab90/live/3f28f8c0-6e1e-11f1-806d-d1ff7e093f07.jpg.webp
Yann LeCun and Ingmar Posner are developing new AI models that can tackle real-world problems, unlike current systems like ChatGPT. Their goal is to create AI that can understand and reason about the physical world, not just generate text.

Pet projects are getting too big to pet

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The author's pet project has evolved from a small, hobby-like endeavor to a complex, ambitious undertaking that requires new skills and a different mindset. The author is now learning to navigate a rapidly changing field and is unsure what the future holds for their craft and the industry as a whole.
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Amazon's Starlink competitor, Leo, now has 396 satellites in low-Earth orbit, enough to support initial service. It's behind SpaceX's Starlink, which has over 10,000 satellites and offers faster speeds and wider coverage.

Odin, Wikipedia and Engagement Farming

https://katamari64.se/assets/2026/odin2_gb_following_libs.png
GingerBill, the creator of the Odin programming language, expressed concerns about Wikipedia's deletion of the Odin article due to lack of reliable sources, but his tone shifted from dismissive to concerned after Casey Muratori, a famous videogame programmer, pointed out the flaws in Wikipedia's notability rules for programming languages. Casey argued that Wikipedia's rules prioritize ...

"An AI Job Apocalypse?" – Goldman Sachs Report [pdf]

New serious vulnerabilities spiked around release of Claude Mythos Preview

https://epoch.ai/assets/images/trends/trends-thumbnail.png
Anthropic and OpenAI announced efforts to use frontier models for cybersecurity, but this led to a significant increase in high-severity vulnerabilities. The number of high- and critical-severity CVEs jumped 3.5x in June after the announcements.

Goodebye Forever Probably: Why I’m leaving developer relations

https://images.ctfassets.net/56dzm01z6lln/3SUGxR0oIO4bek9MeL0T4w/c4fd6ca0f8d4211c341a86b68a51f6f4/rtm_cover_art.png?w=450
The user, a developer relations professional, reflects on their career and the changing tech industry, feeling anxious and burnt out due to the pressure to constantly produce content and meet arbitrary metrics. They've decided to leave their DevRel role and focus on their own well-being, taking a lower salary and stepping back from public online presence to prioritize their mental health and ...

Show HN: I made a tool that prevents websites from tracking you

https://raw.githubusercontent.com/alex-w-developer/GetBlocked/main/assets/getblocked-logo.png
GetBlocked! is a Chrome extension that blocks third-party trackers and cleans tracking links. It's a lightweight, local-only extension with a conservative tracker list and no external analytics.

Amsterdam invented the fire department

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Amsterdam's fire-fighting system improved in the 17th century with the introduction of new engines and a culture of inventiveness. The city's fire damage decreased dramatically after implementing the Van der Heyden brothers' suction and pressure hoses.

AI First: How the Federal Government Is Prioritizing AI over People and Planet

https://stopgreedbuildgreen.climateandcommunity.org/media/image-mesh-gradient-1.webp
The US government's support for the AI industry is driving socially and ecologically destructive growth, prioritizing corporate interests over public good and exacerbating climate and economic crises. A green and democratically planned policy agenda is needed to wrest power from billionaires and prioritize human dignity, jobs with dignity, and environmentally sustainable infrastructure.

Anatomy of Persistent Memory's 3 Layers: Comparing ContextNest, Mem0 and Zep

https://promptowl.ai/_next/image/?url=%2FKey-Agent-Stale-Facts-Owl-Doodle-V4.png&w=3840&q=75&dpl=dpl_4Lr4YbD1dtD6q7tMvLwpjsUch9HM
Designing production-grade AI agents requires a three-tiered persistent memory stack: conversational session context, user personalization profiles, and governed corporate knowledge. ContextNest serves as the deterministic governance layer, ensuring the agent never acts on stale or unapproved facts.

The circuit that lets your brain think and see

https://www.engineering.columbia.edu/sites/default/files/styles/wide/public/2026-07/news-nuttida-Rungratsameetaweemana-tomas-gallo-aquino-robert-kim-1125x750jpg.jpg?itok=zy-VjPuY
Nuttida Rungratsameetaweemana's research challenges conventional neuroscience by showing early visual areas process information differently based on tasks. Her team's neural model and mouse recordings reveal inhibitory neurons play a key role in flexible processing.

Oak: Git for Agents

https://oak.space/social-card-217ab603.png
Oak is a new version control system designed for agent workflows, solving Git's problems with parallel sessions and large files. It offers faster performance, lazy mounts, and content-defined chunking, while preserving familiar Git concepts.

Software, from First Principles

https://fazamhd.com/_astro/pentium-ii-die-shot.IK7etwzf.jpg
The author aims to demystify software and computers by explaining how they work using simple concepts and first-principles thinking, showing that understanding technology is not exclusive to computer science degrees. By breaking down the fundamental building blocks of computing, including logic gates, binary numbers, and memory, the author provides a clear mental model of how devices process ...

Dispersion loss counteracts embedding condensation in small language models

https://raw.githubusercontent.com/ChenLiu-1996/LM-Dispersion/main/assets/motivation.png
Smaller language models exhibit embedding condensation, collapsing token embeddings into a narrow subspace. Dispersion loss counteracts this effect, allowing smaller models to achieve representational qualities similar to larger models.

ClawdMojis – A Clawd for Every Occasion

https://raw.githubusercontent.com/afspies/ClawdMoji/main/emoji/fire/clawd_fire.gif
A fan project created animated Slack emojis of the Clawd mascot using Python scripts and a shared sprite definition, with each emoji folder containing a render script and committed output. The project is open-source and welcomes new variants, with a starter template available for contributors and a live gallery showcasing the animated emojis.

Wasmer: Fast, secure, lightweight containers based on WebAssembly

https://wasmer.io/_next/image?url=https%3A%2F%2Fcdn.wasmer.io%2Ficon%2Fpackage%2FTest__2.23am__05-17_default_icon.jpeg&w=3840&q=75
Wasmer is a container technology that runs programs safely anywhere, locally or in the cloud, with effortless scaling and affordable pricing. It allows seamless deployment to the cloud with just a few clicks and supports various environments and programming languages.

Elevating Privileges from Firefox to Android Root

By clicking “Step 2”, you acknowledge and agree that this website will run an open-source kernel exploit on your device. This kernel exploit is experimental and may be unstable. It could cause unexpected behavior, crashes, data corruption, or permanent data loss. I understand the risks and agree to run the exploit on this device.