The honest answer is not "use more agents" or "buy the biggest model." The best agentic coding...
The honest answer is not "use more agents" or "buy the biggest model." The best agentic coding strategy depends on the shape of the task.
The pattern I trust right now:
Small, sequential work: one strong agent with tight context.
Large, parallel work: specialized agents with clear handoffs.
Production work: specs before code, tests after code, and deterministic checks between phases.
Field notes on the patterns that hold up when you put coding agents on real work. Context budgets, tool design, planner-executor…
Agentic AI coding tools are transforming how we build software. But they share a fundamental...
I've spent the last few months obsessed with AI coding agents. Not just using them. Building...
Here is the uncomfortable thing I have landed on after a year of watching coding agents succeed and...
How coding agents use tools, memory, and repo context to make LLMs work better in practice
The model context protocol (MCP) unlocks a skill-first AI architecture where tools are built and reused everywhere, which makes…
