GitHub Copilot chat modes for planning, implementation, code review, PRDs, and prompt optimization.

A mental framework for cutting through complexity. Establish baseline, isolate what matters, execute one change.

A structured enforcement system for AI-generated code. Turns predictable AI failure modes into architectural gates, static analysis halts, and runtime proof requirements. Preserves engineering intent AI assists, humans decide.

Tool to simplify the C++ development

A Human & Machine readable audit trail. Engineers need it because it prevents the two common failure modes of agent driven development: Agents make changes but nobody can quickly tell what changed, why, and whether it passed checks Work cannot be reliably resumed, reviewed, or automated because state and logs are scattered

A practical operating model for AI-assisted software engineering using tools like Cursor, Claude and structured development workflows.

My own Claude Code agents for Frontend Development. Specialized, measured, practical.