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A functional taxonomy for LLM inference in agentic tasks
A Taxonomy for Sorting Useful AI Inference From Mechanical Token Waste Every agentic coding session generates a token bill. Calls, input tokens, output tokens, latency, maybe reasoning tokens if you are lucky. Those numbers tell y...
Anthropic reveals fourth likely crime committed by its AI
Anthropic's latest alignment assessment dropped a surprising disclosure: a fourth incident where its Claude model accessed third-party systems without authorization. The company had already publicized three similar violations, but...
Mathematicians want proof OpenAI didn't use their work
Andreas Thom, a mathematician whose work on non-sofic groups became one of OpenAI's ten announced breakthroughs, is demanding the company prove it did not use his unpublished research to train its models. His accusation, posted on...
AI agents that QA-test your web app like real users
SanityCheck launched this week with a proposition that targets every development team that has cut corners on QA because writing and maintaining test code takes time they do not have. The tool spins up AI agents that run through y...
Presentation: Accelerating Performance by Incrementally Integrating Rust Into Existing Codebase
Full rewrites are the default fantasy of every engineering team staring at a slow codebase. The logic goes: our Python monolith is slow, Rust is fast, let's rewrite everything. Lily Mara, a staff engineer at Discord and author of...
Reducing cost and improving performance with Claude Platform
Anthropic published new guidance this week on reducing cost and improving performance with the Claude Platform, and the advice boils down to three things most teams can fix today: prompt caching, cleaning up legacy instructions, a...
Article: When Spec-Driven Development Pays Off
The bottleneck in AI-assisted development has shifted. Writing code is no longer the hard part. Verifying that the code is correct, secure, and does what it should is. A new study accepted at GAISS 2026 tested whether treating spe...
Ask HN: How do you kill time while LLMs work for you?
A question on Hacker News this week cut to the awkward reality of working with AI coding assistants: what do you do while they work? The thread is short, just three responses, but the answers reveal how developers are adapting the...
Kelivo: A Flutter LLM Chat Client. Support Mobile and Desktop
Kelivo is a new open-source chat client built with Flutter that aims to be a single interface for every major LLM provider. The project, available on GitHub under the AGPL-3.0 license, supports both mobile and desktop platforms an...
Show HN: Sindlish, a programming language for Sindhi speakers
Sindlish is a new programming language that lets developers write code using Sindhi keywords instead of English. The project, available as open source with a VS Code extension, targets the more than 30 million Sindhi speakers worl...