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Evidence-Based Development

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inShocking
inShocking
Sep 1, 2026 · Artificial Intelligence

Spec-Driven Development: How I Enabled AI Agents to Independently Deliver Features

The author details a Spec-Driven Development (SDD) practice that structures a .specs repository with state-gated phases, four-file feature specs, evidence grading, and reusable skills to let AI agents independently investigate, design, implement, and verify features while reserving business decisions and external side effects for human approval.

AI agentsAutonomous DevelopmentEvidence-Based Development
0 likes · 25 min read
Spec-Driven Development: How I Enabled AI Agents to Independently Deliver Features
o-ai.tech
o-ai.tech
Mar 27, 2026 · Fundamentals

Why Superpowers Treats TDD, Debugging, and Verification as Strict Rules

Superpowers prioritises evidence over intuition by enforcing three hard constraints—test‑driven development, systematic debugging, and verification‑before‑completion—to prevent shortcut thinking, ensure a solid evidence chain, and keep AI‑assisted engineering disciplined and reliable.

AI CodingEvidence-Based Developmentcode quality
0 likes · 13 min read
Why Superpowers Treats TDD, Debugging, and Verification as Strict Rules