Why your multi-agent system doesn’t need a manager (and the graph pattern that actually scales) — Graph-Based Orchestration

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

Learn how to shift from syntax validation to intent-level testing to prevent LLMs from generating code that passes tests but violates business logic. Includes practical patterns and examples.

An agent evaluation fails in CI but passes locally. Before blaming the model, ask whether both runs...

This is part 6 and the last. Parts 0 through 5 walked the diagram in badge order: the whole reference...

Connecting one MCP server to one agent is a five minute job. Connecting fifteen of them across four...

What happens when enterprise requirements - human approval gates, audit trails, structured output -...

An agent I dispatched exited with status zero, did nothing at all to the code, and wrote a report...

Last week we wrote about the classification problem hiding in your LLM bill, and about how to read a...

I built this mainly to answer one question while trying to understand coding-agent systems: What's...

TL;DR My autonomous coding agent kept shipping code against library APIs that didn't...