IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
7 articles
· 7 min read
agents
Cursor's new Rollouts and Security Reviewer agents watch your PR from merge to production and file revert PRs on their own. I like the idea. I don't trust the default settings, and here's the policy I'd put around them before turning either one loose.
Read more· 5 min read
agents
On September 3, 2026, Cursor let you swap its own cloud-agent infrastructure for eight other backends, including Vercel Sandbox. That's not a partnership announcement. It's Cursor telling you where its moat actually is.
Read more· 4 min read
agentic coding
Cursor shipped Origin — a waitlist-only Git forge that lets cloud agents push code without ever touching GitHub. A technical lead's read on what it means when 35% of merged PRs are already agent-authored.
Read more· 4 min read
agent architecture
I already run a self-hosted autonomous engineer. When I wanted Cursor's cloud agents too, I didn't pick one — I made the executor swappable. Here's the integration architecture that turns any hosted coding agent into a first-class engine behind my own surface, in four small pieces.
Read more· 7 min read
ai
OpenCode #1, Cursor #2, Claude Code #3 — but which AI coding tool is right for your team? A practical Tech Lead framework with 5 evaluation criteria, real trade-offs, and a recommendation matrix for startups vs enterprises.
Read more· 6 min read
agentic-ai
Cursor's March 2026 release brings parallel subagents, BugBot Autofix, and cloud agents — a genuine shift from AI coding assistant to AI workflow engine. Here's what it means for real teams.
Read more· 13 min read
ai
What is AI hallucination? Why does AI invent facts? Learn detailed strategies for minimizing hallucinations in Claude, Gemini, Copilot, and Cursor — from prompt engineering to RAG, grounding, and verification loops.
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