SQLite is all you need for durable workflows

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The user agrees with DBOS that a separate orchestration tier is not necessary for durable execution, as workflow state can be kept in a local database like SQLite. A local SQLite database with Litestream backup to S3 is a simple and cost-effective way to achieve durability for many AI and experimentation workflows.

Notes from the Mistral AI Now Summit in Paris

https://koenvangilst.nl/static/images/mistral-future-vision.jpeg
I attended the AI Now Summit by Mistral AI in Paris, learning about their full-stack AI approach, including compute, models, platforms, and consultancy. Mistral focuses on efficient, open, and custom models for European companies, emphasizing partnerships and on-prem deployment for sovereignty and return on investment.

The dead economy theory

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The AI industry's focus on labor replacement threatens to eliminate human jobs, leading to economic instability and social unrest. The industry's prioritization of profit over people and lack of accountability may undermine democratic governance and exacerbate inequality.

Bijou64: A variable-length integer encoding

https://www.inkandswitch.com/tangents/bijou64/leb128-noncanonical.png
bijou64 is a variable-length integer encoding that ensures canonicality, preventing multiple ways to represent a number, and runs faster than LEB128 in benchmarks. It uses a tag-based system and bit shuffling to achieve this, making it structurally safer and faster for certain use cases.

Rothko for your current weather conditions

Rothko focused on light, color, and emotion in his late 1940s work. He created soft-edged rectangles to evoke feelings like joy, doom, and tragedy in viewers.

It's hard to justify buying a Framework 12

https://www.jeffgeerling.com/blog/2026/its-hard-to-justify-framework-12/macbook-neo-and-framework-12.jpeg
Your nephew is choosing between a MacBook Neo and a Framework 12 laptop. The MacBook Neo offers better performance, display, and build quality at a lower price, making it the better value.

GTA 6 Developers Unionize

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Rockstar staff formed the Rockstar Game Workers Union to combat company actions, disputing firings as union busting. The union will face Rockstar in court, with a trial date set, and is seeking donations for their legal battle.

CAPTCHAs can still detect AI agents

https://research.roundtable.ai/captchas-detect-ai/captcha-results.png
Researchers designed CogCAPTCHA30 to test how humans and AI complete tasks, finding that while AI can perform tasks like humans, it does so with different processes. The Process Turing Test measures process equivalence, raising questions about the types of language models that are humanlike and the robustness of this discrimination process.

Show HN: TV Explorer. Adding advanced UI to free online TV

https://tvexplorer.live/project/images/meta-image.jpg
Don't just watch TV. Explore over 10,000 free channels from around the world.

Liquid AI reveals 8B-A1B MoE trained on 38T

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Liquid AI released LFM2.5-8B-A1B, an edge model for fast tool calling on consumer hardware. It expands context window, doubles vocabulary, and achieves tasks on entry-level laptops.

High Density Living, 2000 Years Ago: Inside the Roman Apartment Building

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Ancient Romans built insulae, high-density apartment buildings, to accommodate the city's growing population. However, these structures faced challenges such as fire hazards, poor sanitation, and structural instability.

We should be more tired than the model

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User feels disconnected from code when using agentic code generation, lacking internal processing. Adding friction to development, such as rewriting code, asking questions, and critiquing, helps solidify user's foundation and improves tool usage.

I am retiring from tech to live offline

https://openpath.quest/2026/i-am-retiring-from-tech-to-live-offline/last-issue-1.jpg
tl;dr AI took the last of the wind out of my Open Source sails. I wish you all the best! Disclosure / advertisement: I worked for Sentry when I wrote this.

On Rendering Diffs

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██████╗ ██╗███████╗███████╗███████╗ ██╔══██╗██║██╔════╝██╔════╝██╔════╝ ██████████╗ ██║ ██║██║█████╗ █████╗ ███████╗ ╚═════════╝ ██║ ██║██║██╔══╝ ██╔══╝ ╚════██║ ██████╔╝██║██║ ██║ ███████║ ╚═════╝ ╚═╝╚═╝ ╚═╝ ╚══════╝ ██╗ ██████╗ ██╗███████╗███████╗███████╗ ██║ ██╔══██╗██║██╔════╝██╔════╝██╔════╝ ██████████╗ ██║ ██║██║█████╗ █████╗ ███████╗ ╚═══██╔═══╝ ██║ ██║██║██╔══╝ ██╔══╝ ╚════██║ ██║ ...

Someone used my open source project to phish people

https://andrej.sh/posts/phishing-through-my-open-source-project/opengraph-image?d8ed43259e3eb126
The Kaneo cloud version was used for a large-scale phishing attack, with 14,520 invitations sent to strangers using verified Resend domain and a template-based phishing email subject line. The attack highlighted the need for additional security measures in the cloud version, including captcha, rate limits, disposable email domain blocking, and workspace-name filtering, to prevent similar ...

A letter from the Duke of Wellington to the British Foreign Office (1809)

written from Central Spain, August 1812 Gentlemen, Whilst marching from Portugal to a position which commands the approach to Madrid and the French forces, my officers have been diligently complying with your requests which have been sent by H.M.ship from London to Lisbon and thence by dispatch to our headquarters. We have enumerated our saddles, bridles, tents and tent poles, and all manner ...

Expertise in the age of AI

The hiring market for junior engineers is competitive despite senior engineers having an easy time finding jobs due to AI's impact on expertise. Only some junior engineers are worth hiring, those who can develop "coding intuition" within 2-3 years of graduating, making them highly sought after by elite companies.

Real-time LLM Inference on Standard GPUs: 3k tokens/s per request

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We show that AI inference on GPUs can be super-fast, reaching the speed regime of dedicated inference hardware cards when optimizing the whole software stack with architecture/engine/kernel co-design. Our public tech preview demonstrates that a standard 8-GPU node can generate 3,000 output tokens per second per request on a 2B coding model at batch size 1.

ATLAS: Autoformalized Textbook Library At Scale

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ATLAS is a Lean 4 library autoformalizing textbook mathematics with 630,999 lines of code and 92.7% proved declarations. It's an ongoing effort with 26 books covered and 71.3% formalized statements.

Cedana (YC S23) Is Hiring

Cedana is hiring a Forward Deployed Engineer to lead technical engagement with customers, deploy Cedana into various environments, and drive product innovation from the field. The ideal candidate has 3-10 years of software engineering experience with SLURM deployments, strong Linux fundamentals, and experience with Kubernetes operations.

Durable execution, the hard way

https://opengraph.githubassets.com/6bba832fc89fc0bc8143dc6ee75d864c67adea24e9452a4bb3e3eea59407275e/hatchet-dev/durable-execution-the-hard-way
We're building a durable execution engine from scratch using Go and Postgres for long-running and stateful functions. This guide will cover the fundamentals of durable execution, including tasks, retries, and replays.

AI will be used to estimate age of asylum seekers from next year

https://ichef.bbci.co.uk/ace/standard/2048/cpsprodpb/0cdf/live/b79886d0-5aab-11f1-b277-cd187c78657d.jpg
The UK government plans to deploy AI technology at borders to detect adult migrants posing as children, with a contract awarded to a software company to develop and test the technology. Critics, including Human Rights Watch, have urged the government to scrap the scheme, citing concerns over accuracy and potential harm to vulnerable children.

The Secret Garden of Rock-Paper-Scissors

https://i0.wp.com/theshamblog.com/wp-content/uploads/2026/05/image-22.png?resize=515%2C472&ssl=1
The user explores various extensions of Rock-Paper-Scissors, including Rock-Paper-Scissors-Lizard-Spock and other games with different themes and strategies. They analyze the games using graph theory and metrics such as orbits, cuts, and Gini coefficient to determine their interest and narrative potential.

The Science of Weather and the Nature of Science

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Jean-Baptiste Lamarck, a French scientist, classified clouds and developed a meteorological theory that the moon influences the weather. His yearbooks, which included forecasts and instructions for readers to record their observations, were widely read and debated, but his ideas were often dismissed as outdated or superstitious.

Tulip mania: when a single flower was worth more than a house (2025)

https://dutchreview.com/wp-content/uploads/Windmills-in-tulip-field-1.jpg
The Dutch experienced tulip mania in the 1630s where people traded valuable items for tulip bulbs, leading to a massive price bubble that eventually collapsed. The event remains a cautionary tale of irrational exuberance and overpriced markets.

Poll: How often do you check "newest"?

User visits HN's newest page multiple times daily, finding interesting content that may not reach the main page. They prefer the /newest page over HN's own "new" link, which they find filtered by brutalist.report.

Orchestrating AI code review at scale

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Cloudflare built a code review system using AI agents to improve engineering resiliency. The system uses a composable plugin architecture and supports multiple AI providers and version control systems.

Let's compile Quake like it's 1997

https://fabiensanglard.net/compile_like_1997/windows_NT_4_startup.webp
id Software developed Quake on HP 712-60 and DEC Alpha server, then switched to Windows NT with Visual C++ 4.X for win32 binaries. To recreate the experience, users can install Windows NT 4, Visual C++ 6, and the Quake source code, then apply the Visual C++ 6 Processor Pack to assemble the .s files.

Claude Opus 4.8

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Claude Opus 4.8 is a new version with improved benchmarks, effectiveness, and features like dynamic workflows and effort control. It's available today at the same price as Opus 4.7, with faster speed and better reliability.

Headway Therapy Patients Forced to Scan Their Faces to Keep Getting Care

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A popular virtual therapy platform is telling providers and patients they'll have to do facial scanning soon, forcing some to choose between handing over their data and continuing care.