Tagged articles

model regression

2 articles · Page 1 of 1
AI Step-by-Step
AI Step-by-Step
Aug 11, 2026 · Artificial Intelligence

Why More Skills Slow Down Coding Agents—and How to Streamline, Choose, and Maintain Them

The article explains that attaching too many skills to coding agents like Codex or Claude Code incurs context, decision, and misdirection costs, and proposes three principles for skill selection, clear trigger definitions, and regular audits, plus a maintenance workflow using Git, regression testing, and a deletion culture.

AI productivityGit version controlcoding agents
0 likes · 5 min read
Why More Skills Slow Down Coding Agents—and How to Streamline, Choose, and Maintain Them
High Availability Architecture
High Availability Architecture
Apr 24, 2026 · Artificial Intelligence

Claude’s Official Report Reveals Three Quality Degradation Issues and Fixes

Anthropic’s recent report details three independent changes that caused quality regressions in Claude Code and Agent SDK—lowered default reasoning effort, a caching bug that erased thinking history, and an overly restrictive system prompt—each fixed by April 20 in version v2.1.116+, with plans to prevent future incidents.

AIClaudeSystem Prompt
0 likes · 12 min read
Claude’s Official Report Reveals Three Quality Degradation Issues and Fixes