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⚡ AI Lessons

Dev.to · Travis Frisinger
3w ago
The Bounded Context Is the Scope the Agent Actually Needs
The industry gave the coding agent the whole repo as its working scope and is discovering that agents do the most damage where they are most helpful: making thi

Dev.to · Travis Frisinger
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Tamper-Resistant Test Design Is What the Suite Now Owes the Codebase
Tests were a contract the team made with itself. Agents made the suite an attack surface. Tamper-resistant test design is what the suite now owes the codebase:

Dev.to · Travis Frisinger
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
AI Agents Need Test Suites, Not Code Reviewers
Autonomous AI agents can plan, implement, and deliver code. But without automated verification, you're just producing unreviewed changes faster. TDD provides th

Dev.to · Travis Frisinger
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Your Test Suite Is Your API for Agents
Documentation lies. Wikis rot. READMEs drift. Your test suite is the only specification that stays current, and it's the interface AI agents actually use.

Dev.to · Travis Frisinger
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Test Pyramid Was an Economic Argument
The test pyramid was not a quality law. It was a cost structure: unit tests were cheap, integration tests were expensive, so you wrote many of the first and few

Dev.to · Travis Frisinger
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
BDD Was a Coordination Tax. AI Just Repriced It
Gherkin was never really a test format. It was a coordination protocol between specialized roles. In the AI era, where roles compress and translation is cheap,
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