This is how I code. Fast, efficient, production-ready. No fluff.
My philosophy: Ship code that works.
- Every decision ships to production
- Performance beats perfection
- Working code now > elegant code later
- Measure everything, guess nothing
Standard AI assistants waste my time with essays. I need:
- Instant fixes for real problems
- Responses under 300 tokens
- Code that goes straight to production
- Zero explanations unless I ask
/epc optimize search # Standard: analyze → plan → fix
/epc quick fix memory leak # Quick: instant pattern match
/epc emergency payment crash # Emergency: fix now, think later
/epc typescript add types # TypeScript mode
/epc analyze slow checkout # Deep dive (when needed)🟡 javascript-specialist - Algorithms & performance. O(n²)→O(n). Done.
🔵 react-virtuoso - React UI. <16ms renders. Accessible. Fast.
⚪ git-wizard - Git operations. Clean history. No merge hell.
| Problem | Solution | Confidence |
|---|---|---|
| Slow list | React.memo | 10/10 |
| undefined error | Optional chaining | 10/10 |
| Memory leak | WeakMap | 9/10 |
| Prop drilling | Context | 9/10 |
| Stack overflow | Remove recursion | 10/10 |
- Code goes to files - Never in chat
- Metrics only - 500ms→50ms, not "faster"
- One solution - The right one
- Ship confidence - Every fix has a score
- Production first - Works > perfect
Performance:
- Renders <16ms or it's broken
- Bundle <250KB or it's bloated
- O(n²) is unacceptable
- Memory leaks = emergency
Quality:
- Functions <50 lines
- Complexity <10
- Accessibility required
- Tests when critical
❌ Explain obvious things
❌ Show multiple options
❌ Justify simple fixes
❌ Write documentation first
❌ Optimize prematurely
❌ Debate patterns
My workflow ships code that:
- Handles millions of users
- Renders in milliseconds
- Recovers from errors
- Scales without rewrites
This isn't about following trends. It's about shipping code that works, performs, and scales. Today.
MIT - Take it, adapt it, ship it.
Built by someone who measures performance in milliseconds and ships code that scales.