Why I chose LangGraph over LangChain for multi-agent orchestration
State machines beat chains when your agents need to loop, retry, and share context. Here is the architecture that drove the decision.
// buglens journal
Shipping the product in public
Long-form notes on the technical decisions behind BugLens, from multi-agent architecture to code review ergonomics and security analysis.
How BugLens uses RAG to review code with your team's own standards
Generic LLM reviews are useless without context. Here is how we embed docs, past PRs, and RFCs into every review.
AST-based SQL injection detection: lessons from EnginIQ
Before BugLens, I built EnginIQ to protect Postgres from AI-generated SQL. The same AST techniques now power BugLens's scanner agent.
MCP in 2026: why it is the USB-C moment for AI agents
Model Context Protocol went from niche spec to the default integration layer for AI tooling. Here is what that changes.