/tags/verification/ Recent content in Verification on strall.com Hugo -- 0.148.1 en-us Fri, 09 Oct 2026 00:00:00 +0000 /posts/building-agent-first-systems-that-learn-from-evidence/ Fri, 09 Oct 2026 00:00:00 +0000 /posts/building-agent-first-systems-that-learn-from-evidence/ <p>Agent-first engineering begins with human intent. Agents help translate that intent into systems through a deliberate sequence:</p> <p><strong>Human intent → specification → architecture → implementation → verification → evidence → human review → deployment.</strong></p> <p>Each stage produces something inspectable: requirements, design decisions, code, test results, deployment plans, and operational observations. Humans retain authority over consequential changes. Evidence makes that review concrete.</p> <p>The sequence also needs feedback. A failed test may expose a design assumption. A deployment plan may reveal a missing permission or an unclear ownership boundary. An operational result may show that the specification defined success too narrowly.</p>