Your AI agent is smarter than you. And knows less than you.
The gap between agent capability and SME knowledge is the only problem worth solving. Context engineering is how you close it.
Engineering Blog
Technical insights into multi-agent orchestration, local protocols, and
developer-centric terminal workflows.
Your AI agent can't read your Jira. MCP is how you fix that.
MCP is the standard protocol for plugging external systems — issue trackers, databases, design tools — into AI agents. Every major tool added support for it this year. Here's what changes when you use it.
Write it down once. Every AI coding tool reads the same kind of file.
Copilot, Cursor, Claude Code, Codex, and opencode all converged on the same primitive — a rules file the agent reads on every session. Use it.
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