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Public story · 2026-03-20 · source-backed
SOL-ExecBench measures AI-generated GPU kernels against theoretical hardware speed-of-light limits rather than relative rankings. Current agentic systems achieve 40–70% of theoretical hardware efficiency, with clear headroom. As agents increasingly generate and optimize GPU code, this provides the missing absolute quality signal.
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Eight thousand stars in a single day. That's what happened when Warp open-sourced its Rust-based, GPU-accelerated terminal on April 28. The repo shot to 47.9K total stars, making it the highest-velocity project on GitHub this week by a wide margin. But the interesting part isn...
Two thirds. Not two thirds of a contrived jailbreak set. Two thirds of realistic malicious issue requests, against the exact three tools most of the people reading this run daily. Ankur Singh, Jinqiu Yang, and Tse-Hsun Chen built IssueTrojanBench across four attack categories...
Ollama cut v0.34.0-rc1 on September 5 at 23:49 UTC, and the headline item changes the shape of the local-versus-hosted decision rather than the performance of either side: Ollama-hosted open models can be selected directly inside ChatGPT Desktop, with setup driven from the Oll...
Warp released its client codebase under AGPL-3.0, surged to 56,000 GitHub stars and #2 on GitHub Trending. But the real story isn't the open-sourcing. It's the repositioning. Warp isn't calling itself a terminal anymore. It's an "agentic development environment." The product n...
The TypeScript project compiles a repository into an explorable, searchable graph you can ask questions against, with the explicit framing "graphs that teach beat graphs that impress." It targets Claude Code, Codex, Cursor, and Copilot. Directly relevant if your agent currentl...
Tracks which lines are AI-generated vs human-authored, storing provenance in .git/ai/. Preserves attribution across rebases, merges, squashes. Works with Claude Code, Cursor, Copilot. 100% offline. Essential infrastructure for the agentic engineering era. GitHub
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