I picked a coding agent off a leaderboard. It flopped on our codebase.
Last year my team had to pick a coding agent, and I volunteered to run the evaluation. I felt good about it. I pulled up the public benchmark scores, …
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AI Coding Agents Gain Self-Learning Skills for Reusability
AI coding agents are stepping into a new era with self-learning capabilities that can enhance their performance over time. A recent entry on GitHub, t…
An AI wrote a working operating-system kernel from scratch in 38 minutes
An Anthropic model built a bootable operating-system kernel from an empty folder in roughly thirty-eight minutes of compute time, across about two hun…
coding agents made repositories the security boundary
GitHub shipped a small changelog entry this week that says more about the future of coding agents than most of the launch demos. Security validation f…
Reset Windows Are Product Design
TL;DR AI subscriptions do not primarily differ by model quality anymore. They differ by reset window design. Claude uses a five-hour reset after you h…
The Most Useful AI Workflow I’ve Built Isn’t About Writing Code
The Problem Wasn’t Triage Most AI workflows in software engineering still keep the human directly in the middle of triage. The AI might help write cod…
Mistral Vibe Remote Agents: Medium 3.5 Developer Guide
Two things happened in late April 2026 that are worth understanding together. Mistral released Medium 3.5 , a 128B dense open-weight model that replac…