CCA Exam Prep: Claude Code for CI/CD — Non-Interactive Pipelines, the -p Flag, and Machine-Parseable OutputContinue reading on Towards AI »
In modern distributed architectures, “Green” dashboards are often a lie. Your microservices might be up, your APIs might be returning 200…Continue reading on Medium »
How to build intelligent agents that explore schemas and generate precise SQL using Microsoft AutoGenContinue reading on Medium »
IntroductionMost agent systems start at the top layer: a model, a persona, a tool list, and an orchestration wrapper. That works for demos. It does not hold up in production. State ends up split across conversations, approval logic hides inside prompts…
Build a safe, secure, persistent, autonomous personal AI agent with web search, Telegram access, and real-world actionsContinue reading on Towards AI »
Guide to cutting token waste, repeated calls, and agent thrash before you touch model quality.Continue reading on Towards AI »
Learn how to get more out of Claude code by giving it access to more information.Continue reading on Towards AI »
Last post covered RAG pipelines, agentic architecture, and tool calling. This one continues with human-in-the-loop patterns and goes deep…Continue reading on Medium »
We have lots of benchmarks for AI agent correctness and capability. We have far fewer tools for measuring something subtler: when an agent reads two competent, well-argued positions on a hard topic and picks one — what pattern is driving those picks?Th…
Claude Certified Architect Multi-Agent Research: Hub-and-Spoke Design, Context Isolation, and Why the Super Agent Anti-Pattern Fails Every…Continue reading on Towards AI »