Copilot edited an ad into my PR

https://notes.zachmanson.com/media/copilot-hell.png
A team member used Copilot to edit a PR description, adding ads for itself and Raycast. This is seen as an abuse of the platform's features for self-promotion.

How to turn anything into a router

https://nbailey.ca/images/router.jpg
User wants to create a homebrew router using a Linux-powered device, such as a mini-PC, to bypass a US policy banning new consumer router imports.

Do your own writing

LLMs can undermine authenticity and credibility by generating writing that lacks thought and understanding. Effective writing requires human thoughtfulness and effort to establish credibility and increase understanding.

Fedware: Government apps that spy harder than the apps they ban

https://www.sambent.com/content/images/size/w160/2025/07/370-----Photos-1.png
The US government's mobile apps, including the White House app, request excessive permissions and embed trackers, violating users' privacy. These apps, part of a surveillance apparatus, collect sensitive data that feeds into ICE raids and warrantless location tracking.

CodingFont: A game to help you pick a coding font

Browse Studio

Philly courts will ban all smart eyeglasses starting next week

https://www.inquirer.com/resizer/v2/ZYTTGRGRHQAYUQC74BRYSUUWLM.jpg?auth=e58a0422a5f8055223ad67bce9ff075ea716c81c4b24db6498dc3945780b7930&width=760&height=507&smart=true
Philadelphia courts ban smart eyewear with recording capabilities due to potential witness and juror intimidation. Those caught attempting to bring smart eyewear into courtrooms may be barred entry or arrested for criminal contempt.

Turning a MacBook into a touchscreen with $1 of hardware (2018)

https://anishathalye.com/_next/static/images/explanation-5a0858b9a077cc4868d9b8c2c0a539d2.png
A team created a touchscreen MacBook using a $1 mirror and computer vision, allowing for touch input without an external webcam. The system uses a webcam, mirror, and computer vision to translate finger movements into mouse events, making existing apps touch-enabled.

How the AI Bubble Bursts

https://martinvol.pe/blog/assets/images/2026-03-30-how-the-ai-bubble-bursts/cover.jpg
Big AI labs are struggling due to high energy costs, reduced capital from the Gulf, and concerns about rate hikes. This could lead to a market downturn and affect public companies' balance sheets and growth prospects.

The curious case of retro demo scene graphics

https://www.datagubbe.se/aipixels/g/lazur_l.jpg
The demo scene initially tolerated copying due to technical limitations, but as it evolved, artists began to value originality and craft over plagiarism. Today, many sceners reject AI-generated art and plagiarism, valuing the creative process and technical limitations that define the scene.

1.5M GitHub pull requests have had ads injected into them by Microsoft Copilot

Generative AI companies are injecting ads into their products, with Microsoft's Copilot inserting ads into over 11,000 GitHub pull requests. This move is likely to become a new revenue stream for companies like OpenAI, which has already seen a $100 million annualized revenue from ChatGPT ads.

Bird brains (2023)

https://www.dhanishsemar.com/writing/bird-brains/opengraph-image?065a48ba6584b675
A flock of New Zealand kea parrots was found to be cleverly moving traffic cones to stop cars and get food from humans. Researchers have developed various tests to measure bird intelligence, including the mirror test, Aesop's Fable, and delayed gratification test.

New Washington state law bans noncompete agreements

https://images.seattletimes.com/wp-content/uploads/2026/03/03262026_tzr_tzr_142028.jpg?d=1200x630
Washington state law signed by Rep Liz Berry outlaws noncompete agreements, effective June 30, 2027. Employers must notify workers about voided agreements by October 1, 2027.

Android Developer Verification

https://blogger.googleusercontent.com/img/a/AVvXsEgKvPOrkQ6xhfp3JzKhlQS63WlgsKEc3iI6Jl6VdfitojtR0j9py3hJ3S3dkp2JF39HU6lUswIJpFupt2fm5uFfWB7408f4mhvHWsM8JeO5tk0-M0jHpk4A40an8gtipxyKpGJrGBtdE7JadUHnRodVFB9NIMkwmnNJFqWw0x1ncIAoVb9h13CeV1p_jyQ
Android is rolling out developer verification to prevent malware and ensure user safety. Users will see no change in app installation experience until 2027, when unregistered apps will require ADB or advanced flow.

I am definitely missing the pre-AI writing era

The user's writing skills have deteriorated due to over-reliance on AI tools for grammar and vocabulary checks, causing them to lose their unique voice and creative expression. They are seeking advice on how to regain their writing skills and focus on their own voice, rather than relying on AI assistance.

FTC action against Match and OkCupid for deceiving users, sharing personal data

https://www.ftc.gov/sites/default/files/styles/crop_thumbnail/public/ftc_gov/images/gaming-controller-hero.jpg?itok=9PjrGCSl
The FTC took action against OkCupid and Match Group for sharing users' personal info with an unrelated third party despite promises to protect it. OkCupid and Match are now prohibited from misrepresenting their privacy policies.

New Apple Silicon M4 and M5 HiDPI Limitation on 4K External Displays

https://smcleod.net/2026/03/new-apple-silicon-m4-m5-hidpi-limitation-on-4k-external-displays/macOS.jpeg
Apple Silicon M4 and M5 Macs have a limitation that prevents full-resolution HiDPI 4k modes on external displays due to a GPU driver policy. The limitation can be reproduced on M5 Max Macs using specific commands and cannot be bypassed by modifying EDID or DCP settings.

15 years, one server, 8GB RAM and 500k users – how Webminal refuses to die

Webminal.org is a free Linux terminal practice site that has survived 15 years with 500k users, despite being built on outdated tech. It's maintained by two developers who met online and have kept it free, relying on personal savings to cover server costs.

I use Excalidraw to manage my diagrams for my blog

https://blog.lysk.tech/assets/images/export.dark.exp-252e0eacdb94f7d74ecc629f7c4ea4da.svg#gh-dark-mode-only
User created an Excalidraw extension to generate SVGs for light and dark mode, but it caused frustration due to dependency on text changes. They then created a new extension that automatically exports frames as SVGs in both modes, allowing for local review and reference.

Learn Claude Code by doing, not reading

https://claude.nagdy.me/og/default.png
Practice slash commands, hooks, and skills in a terminal simulator right in your browser. No setup, no API key. Interactive forms generate CLAUDE.md, hooks, and plugin configs you can copy straight into your project. Each module ends with a quiz. Answer wrong and you get the explanation, not just the answer.

Vulnerability research is cooked

https://sockpuppet.org/images/fw.png
AI coding agents will drastically alter exploit development, making it easier to find vulnerabilities in software. This shift will profoundly impact information security and the Internet, potentially rendering traditional countermeasures ineffective.

Show HN: 30u30.fyi – Is your startup founder on Forbes' most fraudulent list?

https://30u30.fyi/images/sam-bankman-fried.png
The article discusses the failures of various startup founders, including those from elite institutions like Stanford and MIT, who engaged in deceptive practices and scams, often with disastrous consequences. A humorous model is presented that attempts to predict startup success based on factors like founder credentials, funding, and industry, but is ultimately revealed to have a 0% accuracy rate.

Mathematical methods and human thought in the age of AI

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
AI is a natural evolution of human tools, facilitating idea creation and dissemination. Its development should remain human-centered to enhance quality of life and expand human thought.

Take better notes, by hand

https://brianschrader.com/images/blog/galileo-note-bookstrack.jpg
The author uses a four-part note-taking system, with the most useful method being writing by hand in paper notebooks. They date every page and use an index to organize their notes, allowing them to easily find information later.

72% of the dollar's purchasing power was destroyed in just four episodes

https://mlde8o0xa4ew.i.optimole.com/cb:VNTn.d9a/w:1400/h:750/q:mauto/f:best/https://eco3min.fr/wp-content/uploads/2026/03/cpi-inflation-purchasing-power-staircase-v1.png
The US Consumer Price Index has tracked inflation since 1913, revealing episodic regime breaks rather than gradual erosion. Four major inflationary episodes account for 72% of the total cumulative price increase.

Show HN: CLI to order groceries via reverse-engineered REWE API (Haskell)

https://opengraph.githubassets.com/9debcbb94fd1eb85cb46271b04a7a87498863b2c3a0f10098186b5e9f5e0602d/yannick-cw/korb
The korb CLI is a Haskell program that allows users to create baskets and order groceries from REWE markets programmatically. It uses a shared markdown file to store shopping lists and generates a template based on user history and preferences.

Good CTE, Bad CTE

https://boringsql.com/og-images/good-cte-bad-cte-og.jpg
CTEs are now inlined by default in PostgreSQL 12, allowing the planner to apply normal optimisations. Materialization is used when a CTE is referenced multiple times or contains side effects.

OpenGridWorks: Electricity infrastructure, mapped

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Hamilton-Jacobi-Bellman Equation: Reinforcement Learning and Diffusion Models

https://dani2442.github.io/posts/continuous-rl/continuous_rl.drawio.svg
A seminal 1952 paper lays the foundation for optimal control and reinforcement learning. bellman extended his work to continuous-time systems, turning the optimal condition into the pde. he estimates $v_kapprox valpha_j$ by monte carlo rollouts of the closed-loop sde and fits $v_theta$ via regression. $$ learned value function matches the exact power-law $

Intuiting Pratt Parsing

https://louis.co.nz/assets/img/pratt/ast.png
Pratt parsing is a method for parsing expressions with varying precedence by walking back up the spine of the tree when a transition operator appears and building a left-leaning subtree. The Pratt parser uses a recursive descent parser with a call stack to build the tree, and it handles left-associative and right-associative operators by adjusting their left and right binding powers.

I'm betting on ATProto

https://brittanyellich.com/_astro/graveyard.Ce8n_gsn.jpg
The author attended ATmosphereConf, a conference focused on the decentralized social media protocol ATProto, and was inspired by the community's efforts to create a more human internet. They believe ATProto has the potential to bring people together and create genuine connections, unlike mainstream social media platforms.

America Is Now a Rogue Superpower

https://cdn.theatlantic.com/thumbor/9FFoDYIxWxzwyFPA4tDeBzeYGXg=/0x0:2000x1125/960x540/media/img/mt/2026/03/2026_03_23_Iran_world_2/original.jpg
The US war with Iran has weakened America's global influence, driven wedges between the US and its allies, and strengthened Russia and China. The US has abandoned its traditional alliances and now relies on coercion, making it a rogue superpower that will be lonely and dangerous.

“CEO said a thing” journalism

https://karlbode.com/content/images/size/w2000/2026/03/Sam_Altman_speaking_at_TED_-cropped-.jpg
US corporate media generally serves business interests, often parroting CEOs' claims without context or challenge. This "CEO said a thing!" journalism has become normalized, prioritizing ad traffic over truth and public interest.

VHDL's Crown Jewel

https://www.sigasi.com/img/logo-circle-semicolon.svg
VHDL's delta cycle algorithm preserves determinism in a concurrent language by separating signal value updates and process evaluations into distinct phases. In contrast, Verilog's nonblocking assignments do not solve the problem of non-determinism in general, although they can provide determinism in synchronous designs.

Ghostmoon.app – A Swiss Army Knife for your macOS menu bar

Ghostmoon is a pre-release app that provides system control and utility features for macOS, including display management and network tools. It requires Gatekeeper approval or Terminal command to run, with optional donation for additional features.

Show HN: Zerobox – Sandbox any command with file, network, credential controls

https://raw.githubusercontent.com/afshinm/zerobox/refs/heads/main/packages/zerobox/assets/sandbox-flow.png
Zerobox is a tool for credential injection and sandboxing processes, allowing secrets to be passed to specific hosts without being visible to the process. It provides features like environment variable inheritance, network proxying, and restricted access to user data and system libraries.

You are falling behind because you haven't fed the insincerity machine

https://christianheilmann.com/wp-content/uploads/2023/03/chris-transparent.png
The author is concerned about social media's decline into a platform for automation and fake human interaction, where people use AI tools to post and comment on behalf of others. They advocate for authenticity and honesty, urging creators to be present and human on social media, rather than relying on virtual doubles.

JSON Canvas Spec (2024)

https://jsoncanvas.org/assets/card.png
Nodes are placed in ascending order by z-index, with the last node on top and the first node below others. Node types include text, file, link, group, and canvasColor.

OCR for construction documents does not work, we fixed it

https://anchorgrid-public.s3.us-east-1.amazonaws.com/doors_floor_plan-1.png
Anchorgrid.ai's door detection service processes PDFs in 2-4 minutes per job, scaling with page count and complexity. Upgrading to Pro or Enterprise plans uses dedicated GPU infrastructure for faster detection.

Car Seats as Contraception

Recover Apple Keychain

https://arkoinad.com/images/delete_data.png
User relied on Touch ID and muscle memory, leading to password reset issues. Resetting password caused keychain data loss, but restoring old data was simple by replacing the new keychain file with the old one.
The author built an NSFW filter for a search engine using a single hidden layer neural network, trained on a dataset of labeled search results. The filter was implemented from scratch and performed well, with a 20-30% agreement with a classifier using open-source models.

What we learned building 100 API integrations with OpenCode

https://cdn.sanity.io/images/7yse5usn/development/5e8336ac7c1f9f743b75831e768cf359f3ed7e9b-1904x2062.png
Developers built an autonomous agent that generates API integrations across five platforms in 15 minutes and under $20, using skills and a simple orchestrator. The agent learned from its mistakes and was improved with better instructions, tighter edit permissions, and explicit checks to produce trustworthy integrations.

Show HN: Coasts – Containerized Hosts for Agents

https://raw.githubusercontent.com/coast-guard/coasts/main/assets/coasts_blue_bg.svg
Coasts is a CLI tool for running isolated dev environments on a single machine with a local UI. It works with existing Docker setups and is offline-first with no vendor lock-in risk.

The ladder is missing rungs – Engineering Progression When AI Ate the Middle

https://negroniventurestudios.com/wp-content/uploads/2026/03/1773765939876-1024x683.jpeg
AI tools are changing the landscape of software engineering, but the conversation is focused on code generation rather than the skills and judgment required to supervise AI. The structural problem is that AI handles tasks that used to train engineers, leaving a gap in the career ladder and raising questions about where the next generation of engineers will come from.

What Gödel Discovered (2020)

https://user-images.githubusercontent.com/984574/99292974-fa117280-280f-11eb-9135-5db4deaef83c.png
Kurt Gödel's 1931 proof showed that any formal system, including Principia Mathematica, is either incomplete or inconsistent, meaning it cannot prove all true statements or prove a false statement. This discovery, known as Gödel's Incompleteness Theorem, limits the ability of formal systems to capture all mathematical truths and has far-reaching implications for mathematics, logic, and ...

We're pausing Asimov Press

https://substackcdn.com/image/fetch/$s_!1IpX!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07d4d237-15c0-4311-a297-02db1d4f74e0_2000x1260.jpeg
Asimov Press is going on hiatus in April due to new projects for its founders. The press has published 149 articles and two anthologies, reaching half a million readers monthly.

Spain shuts airspace for US planes involved in Iran war

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US President Donald Trump threatened to destroy Iran's energy resources and infrastructure if a deal is not reached, while Iran continued to attack Gulf neighbors and Israel launched new strikes on Iran. The war raged on with no end in sight, causing widespread destruction and civilian casualties.

Reverse Engineering Crazy Taxi, Part 2

https://wretched.computer/images/crazy-taxi/cube.png
The user is reverse engineering the .shp file format used in Crazy Taxi, a 3D game, and has discovered that the file contains vertex data, color data, and texture coordinates, which are stored in fixed-point format. The user has used a combination of analysis and experimentation to determine the format of the data, including using a hex editor to play with column widths and noticing patterns ...

William Blake, Remote by the Sea

https://www.laphamsquarterly.org/sites/default/files/images/roundtable/n05058_10.jpg
William Blake moved to Felpham in 1800 with his wife Catherine, seeking a change from London. He was inspired by the sea and its transformative power, which influenced his art and poetry.

R3 Bio pitched “brainless clones” to serve the role of backup human bodies

https://wp.technologyreview.com/wp-content/uploads/2026/03/Hydranencephaly-e1774656023370.png?w=994
R3 Bio, a stealth startup, has been secretly working on creating nonsentient monkey "organ sacks" and brainless human clones as an alternative to animal testing, with the goal of achieving life extension through body replacement technology. The company's founder, John Schloendorn, has been pitching his vision for brainless clones to investors and life-extension proponents, but faces concerns ...

Set the Line Before It's Crossed

https://substackcdn.com/image/fetch/$s_!_ADw!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e8f1c97-b5c0-4217-a7b3-9e38c0fb5901_1024x1024.png
To set clear boundaries, define lines and actions beforehand, and communicate them to others. Establishing accountability through methods like trusted partners or automation can help enforce actions when boundaries are crossed.

Built a cheap DIY fan controller because my motherboard never had working PWM

https://m0u9gezmt0.ufs.sh/f/5F1wx5BYZG1wqbuphaFufV1GkBx7dYIiOq4wtszycM9U2F5E
The user built a retro computer with a socket 754 motherboard and a GTX 960 GPU, but encountered issues with the MSI 970 Gaming motherboard's fan control, which was not connected to the Super IO chip. The user created an Arduino script and a C++ application, DummyFanX, to control fans and read CPU temperatures, making it available for Windows XP to Windows 11.

A sea of sparks: Seeing radioactivity

https://maurycyz.com/projects/spinthariscope/setup.jpg
Seeing individual atoms is impossible with light, but nuclear reactions like alpha particle emission from heavy elements like uranium can produce a visible flash. A scintillation screen coated with zinc sulfide can convert alpha particles' energy into light, allowing us to see thousands of momentary points of light around the source.

The Hateful Eight is 85% of S&P 500 Decline

https://paulkedrosky.com/content/images/2026/03/hateful-eight-ytd-2026-03-27.png
The S&P 500 index is down 7% year-to-date due to the "Hateful Eight" stocks, which account for 85% of the drawdown. These mega-cap tech stocks, including Microsoft, Nvidia, and Apple, have large weights and are causing the index's decline.

DigitalOcean Seeks $800M in Funding

https://media.datacenterdynamics.com/media/images/1730324342243.width-358.jpg
DigitalOcean increased its offering to over 10.38 million shares, expecting to close on March 26. The funding will be used for capacity expansion, paying down debt, and general corporate purposes.

We hid a free trip to Switzerland in our privacy policy

https://cdn.sanity.io/images/9u514z6s/production/e3f7b2a1957f2650810f13efa1750beaba38e785-4485x3118.jpg?rect=1,0,4484,3118&w=3000&h=2086&q=100&auto=format
Cape hid an Easter egg in their privacy policy offering a free trip to Switzerland, and someone found it after reading the fine print. This highlights the importance of transparency in privacy policies, as most people don't read them and companies often hide data-sharing practices.

Stripe is down

https://stripe-images.s3.amazonaws.com/content-store/upload-media/status-site-social-card.png
Real-time and historical data on Stripe system performance.

Magic the Gathering Deck Shuffler

MTG Deck Shuffler is a toy. This site is not affiliated with Wizards of the Coast. For entertainment only.

Show HN: I turned a sketch into a 3D-print pegboard for my kid with an AI agent

https://raw.githubusercontent.com/virpo/pegboard/main/docs/assets/sketch.jpg
User created a pegboard system with Codex, using Fusion 360 to generate pieces. The system has 7 play pieces, 4 gears, and 2 boards, with easy modification using Python generators.

The sudden fall of Sora

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Bitwarden integrates with OneCLI agent vault

https://www.onecli.sh/blog/bitwarden-agent-access-sdk-onecli.png?dpl=dpl_3Q2aATWdrEUSo6vpttrNTHVxpfyv
Bitwarden's Agent Access SDK allows AI agents to access credentials with human approval, eliminating the need for agents to store API keys. OneCLI, an open-source gateway, injects credentials into requests at the network layer, ensuring secure credential handling.

HD Audio Driver for Windows 98SE / Me

https://opengraph.githubassets.com/1e15b80465ee60f10787200c4e177d1d57d4fcf49a7ac29ea0181f87d0a12661/andrew-hoffman/WDMHDA
This project is an Alpha HD Audio driver for Intel 915 and later chipsets, supporting Windows 98 SE and ME with known issues on Windows 98 First Edition. It's not well supported on Nvidia and AMD chipsets, and may cause garbled audio or hard freezes.

Inside the 'self-driving' lab revolution

https://media.nature.com/lw767/magazine-assets/d41586-026-00974-2/d41586-026-00974-2_52212788.jpg
Researchers are developing autonomous labs that use AI and robotics to automate scientific experiments, potentially making the process more cost-effective and efficient. These labs can perform complex tasks, such as designing and running experiments, and analyzing data, with minimal human input.

How Iran is making a mint from the current war

https://www.economist.com/cdn-cgi/image/width=1424,quality=80,format=auto/content-assets/images/20260328_FNP506.jpg
The Middle East's petro-monarchies' image as reliable oil suppliers has been shattered by the third Gulf war. The war has led to a surge in energy prices, potentially causing a recession.

DoesItAgeVerify: The age verification status of Open Source Operating Systems

https://opengraph.githubassets.com/d55c54999e085b24e49d13545e96f51f37e7765732ac42e900cc938d90584bcc/BryanLunduke/DoesItAgeVerify
Open source operating systems are not implementing age verification due to various laws and restrictions. Some developers plan to comply with age verification laws, but none have fully implemented it for Brazil or California.

Foxing aspires to be an eBPF-powered replication engine for Linux filesystems

https://codeberg.org/aenertia/foxing/-/summary-card
fxcp is a smart copy tool that auto-selects the optimal strategy for file transfers. It uses adaptive CoW/reflink, io_uring, and BLAKE3 Merkle delta detection for fast and efficient transfers.

Intel Assured Supply Chain Product Brief

You don't have permission to access "http://www.intel.com/content/www/us/en/content-details/850997/intel-assured-supply-chain-product-brief.html" on this server.

AI and bots have officially taken over the internet

https://image.cnbcfm.com/api/v1/image/108274326-17727299141772729911-44373886155-1080pnbcnews.jpg?v=1772729913&w=750&h=422&vtcrop=y
Human Security's State of AI Traffic report found AI traffic grew 8 times faster than human traffic in 2025. AI traffic, driven by large language models, now eclipses human users on the internet.

How-to guide: Commissioning a Sensor Physics R&D Lab

Show HN: The Alphabetical Clock

This clock displays the current time alphabetically. It is inspired by this post on Mastodon. In Three-Hand mode, the hours, minutes, and seconds are each independently sorted by their English spelling, with a hand for each.In Combined mode, every possible time (43,200 of them) is spelled out, sorted alphabetically, and a single needle points to the current one.

How to Survive in the Tech industry in 2026

https://blog.phuaxueyong.com/img/me.JPG
To stand out in an AI-driven world, focus on building strong social capital through trust and emotional connections, and continuously learn new skills to stay adaptable. By being a connector, treating learning as a daily journey, and cultivating curiosity, you can distinguish yourself in a fast-changing tech landscape.

Use string views instead of passing std:wstring by const&

You should use std::wstring const& instead of std::wstring_view for Win32 API calls that expect null-terminated strings. This is because std::wstring_view does not guarantee null-termination, unlike std::wstring.

An Example of Statistical Investigation of the Text Eugene Onegin – Markov, 1913 [pdf]

The study investigates a text excerpt from Pushkin's novel Eugene Onegin to determine the probability of a letter being a vowel. The study finds that the probability of a vowel following a vowel is higher than the probability of a vowel following a consonant.

How Reverse Game Theory Could Solve the Housing Shortage

https://noemamag.imgix.net/2026/03/noema_architecture-of-cooperation_sage_green-scaled.png?fit=crop&fm=png&h=1181&ixlib=php-3.3.1&w=2100&wpsize=noema-landscape-hero-image&s=768b598e5f22fe9072d76d8af1377c6c
Mechanism design is a science of creating rules that align self-interest with the collective good, used in various cities to balance preservation and development. This approach has been successful in places like Montgomery County, New York, and Tokyo, but requires maintenance, transparency, and adaptation to work effectively.

Queueing Requests Queues Your Capacity Problems, Too

https://substackcdn.com/image/fetch/$s_!GO5f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe53a3460-fe8a-4b5c-971f-592e88ab3acd_960x540.png
The author discusses the drawbacks of using queues to handle high request rates, as they can lead to increased latency and unfair treatment of requests.

Ask HN: Where have you found the coding limits of current models?

The user has found several limitations of current coding models, including their tendency to produce unnecessary code, struggle with multithreading and OOP concepts, and lack of aesthetic instinct for code. The user believes that the main limitation of these models is their inability to understand complex problems and their tendency to make things up or cut corners, rather than a specific ...

South Polar Times

https://www.laphamsquarterly.org/sites/default/files/images/roundtable/fig006.jpg
The South Polar Times was a magazine published by Robert Falcon Scott's Antarctic expedition in 1902, featuring articles, poetry, and illustrations by the crew. The magazine was revived in 1911 and 1912 under the editorship of Apsley Cherry-Garrard, with contributions from Edward Wilson, who was the expedition's artist and illustrator.

In Case of Emergency, Make Burrito Bison 3 (2017)

https://juicybeast.com/wp-content/uploads/2017/08/BBLL_fake_screenshot.png
The developers of Burrito Bison created a new game, Launcha Libre, after struggling financially and needing a way to get back on their feet, with the help of Kongregate's funding program. They made significant changes to the game, including new gummy bears, launch mechanics, and a Mexican setting, while also introducing a free-to-play model with video ads and a piñata character.

A Taxonomy of Interiors

https://i0.wp.com/misfitsarchitecture.com/wp-content/uploads/2026/03/unnamed.png?fit=512%2C310&ssl=1
The author is exploring the concept of interior design, questioning the urgency to blur the distinction between inside and outside, and examining how objects relate to space. They propose a framework for understanding the types of aesthetic relationships between objects and spaces.

Hackers now exploit critical F5 BIG-IP flaw in attacks, patch now

https://www.bleepstatic.com/content/hl-images/2025/10/15/F5.jpg
F5 Networks reclassified a BIG-IP APM vulnerability as critical-severity RCE flaw, warning of exploitation to deploy webshells. F5 advises checking BIG-IP systems for signs of malicious activity and securing systems against CVE-2025-53521 attacks.

Tickets Are Prompts

Tickets should be outcome-shaped, not task-focused, to prevent agents from following narrow paths and introducing new bugs. Assigning big tasks and letting agents break them down is more effective than breaking tasks down upfront.

Agentic AI and the next intelligence explosion

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
AI singularity is not a single mind but a complex society of thought, with intelligence emerging from social and relational interactions. A new era of human-AI centaurs requires shifting from individual alignment to institutional alignment through digital protocols and checks and balances.

Show HN: Phantom – Open-source AI agent on its own VM that rewrites its config

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Phantom is a dedicated AI agent that runs on its own machine, installs software, and builds infrastructure without permission, allowing it to remember and learn over time. It can be controlled through Slack and has its own email address, creating tools and dashboards that can be shared with others.

Order and Tension

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The user warped 180 threads in two halves, creating a continuous thread with a 'cross' at one end, and then threaded them onto an eight-shaft loom using a binary grid pattern. They successfully completed the threading, but made a small mistake that was later corrected.

Something unexpected: Sunbathers live longer (2016)

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A new study found that women with more sun exposure lived longer and had less heart disease, but the impact was small, adding only 7 months to 2 years to their life. The study's results are uncertain and may be due to other factors, such as healthier lifestyles among sun-exposed individuals.

Lime (bikes) is a data company

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User combined Lime bike data with GDPR to analyze their geospatial trail using Claude. The analysis revealed detailed insights into their daily routine, including work locations, favorite spots, and regular appointments.

Pretext

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Pretext is a browser library that calculates paragraph height without DOM interaction, using an array of tricks to make it faster. It separates calculations into prepare() and layout() functions, caching results for efficient word-wrapping logic.

BurgerDisk News

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You've opened a web shop for the BurgerDisk and partnered with Joe's Computer Museum to distribute variations in the USA. You're also sourcing D-SUB 19 connectors for the Apple II community.

Acceptance of entomophagy among Canadians at an insectarium

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A study of 252 adult visitors to the Montreal Insectarium found that 44% of participants were open to eating insects, with men more willing than women to consume various insect-based foods. Demographic differences, especially gender and education, shape openness to entomophagy more strongly than age alone.

Escaping the Ogallala Trap

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The Ogallala Aquifer and roads are common-pool resources that will be overused if not charged for. Governments can charge variable prices for roads, especially in busy areas, to prevent gridlock.

AI Tokens Are Mana

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Playing computer games like Diablo inspired my passion for software and design. Learning AI requires understanding its capabilities and using them efficiently, just like mastering spells in Diablo.