development-philosophy

Start with the simplest working solution that solves the immediate problem, then iterate based on actual needs rather than anticipated requirements. This experiment-driven approach prevents premature abstraction and reduces complexity while maintaining effectiveness.

Apply autonomous execution principles: complete tasks independently, fix errors without interruption, and report results concisely. This reduces back-and-forth overhead while maintaining control through iterative verification and documented learnings.

Fail-fast iteration mandates verification at each cycle: build, test, and validate before progressing. This approach catches issues early, ensures solutions work in practice, and maintains quality without slowing delivery.

Use fail-fast principles during architecture reviews and design decision evaluation to test assumptions quickly rather than over-planning. Rapid iteration on architectural choices reveals real constraints earlier than speculative design.

Yes. The development philosophy directly addresses MVP considerations by enforcing simplest-working-solution thinking, which naturally identifies minimal viable scope, reduces feature bloat, and accelerates time to market.

Capture decisions and trade-offs concisely after each verification cycle rather than comprehensively upfront. This lightweight documentation preserves institutional knowledge without creating analysis paralysis.