Reporting, analysis and practical guides connected to Developer Tools.
OpenAI's Agents API removes session and orchestration plumbing, but production teams still own the authority, security, evaluation, budget, and recovery boundaries around every agent workflow.
Evaluate coding-agent costs across accepted fixes, failed attempts, and human review instead of optimizing token counts alone.
Google ADK now lets teams regression-test live voice agents with synthetic audio, tool assertions, and multi-turn rubrics.
A practical audit guide for GitHub Copilot’s August 26 default model availability change and September model retirements.
AI coding agents need explicit context, permission, logging, and review boundaries as they gain access to real engineering workflows.
OpenAI now offers an official ChatGPT desktop preview for Linux. Here is the supported distro matrix, install path, security model, and what is still missing.
