Apple released the M6 and M5 Ultra on August 25, its first 2nm chips with a Dual Neural Engine, claiming 4x AI task performance over M4 and 8x over M1, enabling local AI inference without cloud tokens…
A developer on the Zig forum shared that integrating Apple's CoreML framework with Zig is challenging due to heavy reliance on Apple's Xcode tooling and auto-generated code, and suggested using FFI or…
Ghostty and its reusable terminal engine libghostty now implement Kitty's OSC 5522 clipboard protocol for non-text data such as images, according to Mitchell Hashimoto's August 24th announcement. The …
Herdr 0.8.2, an open-source terminal multiplexer for coding agents, now functions as an early agent runtime by owning real PTYs and enabling shared server-side sessions for humans and agents. Its prot…
A new open catalogue, low-level-skills-trothbyte on GitHub, documents 55+ failures of AI coding agents in assembly, Rust, concurrency, and systems code, backed by independent research, but its propose…
OpenAI shipped a production application with one million lines of code written entirely by AI agents, using a disciplined harness rather than a smarter model. The LangChain engineering team moved from…
Vercel's AI SDK, an open-source project with over 20 million weekly npm downloads and 26,000 GitHub stars, faced a backlog of over 1,000 open issues and nearly 800 pull requests by late June. To addre…
A developer has built Kumo, an open-source terminal multiplexer written in Rust and designed specifically for managing AI coding agents. The tool features a sidebar that lists running agents with stat…
The curl project shut down its bug bounty in January 2026 after AI-generated reports overwhelmed triage, with the share of valid reports falling from above 15% to below 5% in 2025, and in the first th…
Superlogical, a startup founded by HashiCorp co-founder Mitchell Hashimoto, is developing a server-side multiplexer that turns the terminal into a persistent execution layer for AI coding agents, allo…
Mitchell Hashimoto, creator of Ghostty and co-founder of HashiCorp, announced a new company called Superlogical that is building a multiplexer for all work, starting with a modern terminal multiplexer…
Coding agents dramatically lower the cost of exploring solution spaces but remain path-dependent and poor at deciding optimal endpoints, argues Mitchell Hashimoto and others in a debate about reading …
AI models are becoming a commodity, making the software harness that wraps around them the key differentiator for real-world work, according to a technical analysis by Technically. A harness adds tool…
Nikhil Suresh reports that AI projects are universally failing across organizations, with a 0% success rate observed in all projects his team has encountered over the past year and a half. He argues t…
Developers are increasingly turning to Buildkite for CI/CD as GitHub struggles with exponential growth in pull requests and automation driven by AI coding agents. Buildkite, used by Airbnb, PagerDuty,…
Mitchell Hashimoto argued on the Pragmatic Engineer podcast that merge queues break under AI agent churn, but a merge-queue company founder counters that the queue itself isn't the problem—contention …
Rahul of Greptile reports that AI-generated pull request spam is overwhelming open-source projects like OpenClaw, where PRs surged from 2 to 3,400 per week and merge rates dropped from 48% to 9.3%. Th…
Mitchell Hashimoto pledged an additional $400,000 to the Zig Software Foundation, bringing total support to $700,000. Hashimoto praised Zig's technical progress and community philosophy, including its…
The AI agent development stack is shifting from frameworks to harnesses—control loops that wrap models and manage task decomposition, retries, and context. Leaders from LlamaIndex, LangChain, Anthropi…
GitHub faces stability issues and high-profile departures like Ghostty, prompting developers to seek alternatives. Tangled, a Git forge built on the AT Protocol, offers a decentralized, open-source so…