SMRTR summary
Google DeepMind's CodeMender automatically detects and fixes software vulnerabilities using AI reasoning and code analysis. The system has delivered 72 verified security patches to open-source projects.
SMRTR provides this summary for quick context. The original article belongs to Daily.dev.
Read the original articleThis archive is built from SMRTR newsletter stories. Subscribe for hand-picked stories without the extra noise.
Testing conversational AI means moving beyond exact outputs, since valid responses vary. Instead, testers define quality criteria—accuracy, relevance, and clarity—while probing...
Compensator is a zero-config Laravel package implementing the Saga pattern for synchronous, multi-step rollbacks without queues or migrations.
Five criteria separate real AI code review tools from marketing noise — and most vendor benchmarks are measuring the wrong thing entirely.
Meta's Pocket app lets anyone build playable mini-games and gizmos in plain language, with results ready in under a minute.
Move your coding agent sessions between Claude Code, Codex, Cursor, and more — 64 routes, native resume, source never modified.
A structured roadmap for experienced developers to move beyond language familiarity and genuinely master the four core programming paradigms.