Topic
AI Systems
4 articles on this topic.
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How I Built an LLM Workflow That Stabilized E2E Tests in a Real Project
Flaky E2E tests are silent killers of team velocity. Here is how I turned an LLM from a code generator into a participant in a diagnostic process - using local skills, knowledge files, and anti-flake rules grounded in a real Playwright + Qase regression suite.
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How I Built an AI Agent From Scratch in TypeScript - No Frameworks, No Magic
A deep dive into building a real AI agent from scratch in TypeScript - no LangChain, no CrewAI, just a loop, the OpenAI API, and a few small libraries. Learn the architecture, the decisions, and the lessons that frameworks hide from you.
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The End of Fast Coding: What Seniority Really Means in the Age of AI
In the age of AI, seniority is becoming less about writing code fast and more about making high-quality decisions in complex contexts.
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MCP Is Not Dead. Most Teams Just Haven't Learned How to Evaluate It
A practical evaluation of MCP and CLI tooling for AI agents, covering centralization, security, observability, latency, and hybrid workflows.