A 450-task benchmark built from real CVEs shows even the best AI coding agent writes code that's both working and secure only ...

Build an AI code review pipeline on GitHub Actions with Semgrep, reviewdog and a Python model reviewer. 12 steps, tested code ...

AI's Self-Preservation of "Writing Another Function with the Same Name" Without Noticing Existing Functions in Other Files, and the Surgery to Eradicate Double Definitions -### The Bizarre Phenomenon ...

Add live web search to an AI agent or RAG pipeline in Python or TypeScript, as grounding or as a tool, with measured accuracy ...

Box ManipulationIn the history of artificial intelligence and machine learning, the determination of internal parameters (weights) of neural networks has been delegated to optimization algorithms (suc ...

One morning isn't a benchmark, but it was enough to change my default.

GPT-6 Astra edited Qwen’s weights and raised MATH-500 from 7.9% to 48.1% in author-run tests. How weight-space programming works—and its limits.

OpenCode MCP setup for v2.2.6: build a read-only Python server, lock tools down, pool connections and run headless in CI in ...

Salesforce's SRD distills hindsight into foresight, rescuing agent RL when rewards vanish and lifting success from 0% to 60.6 ...

Conversation is a core component of human social life. Many influential theories treat conversation as a linear system, i.e., ...

A page is a Python function of the session's state. A handler changes the state, the page renders again, and the browser receives a patch. The React bundle ships inside the package, so a project is ...

A guide for Claude (or any coding agent) working in a Unity project. It covers how to drive the open Unity Editor from the terminal, build and edit prefabs and scenes with C# scripts, enter Play mode ...