Tag: ai

AI-Assisted Engineering

Disciplined agentic AI workflows for production code generation — methodology, guardrails, and tools.

Agentic Engineering Methodology

Cursor, Claude, MCP, TDD, CrewAI

A disciplined approach to AI-assisted code generation that enforces quality guardrails and mitigates hallucination — what enabled me to carry the primary production lift at Decian while also establishing the engineering practice and mentoring a small team.

The Agent's Toolbelt: What Your Crew Actually Needs to Be Useful

An agent is only as useful as the knowledge directly relevant to its task that it can access. The orchestration frameworks are mature. The models are capable. The gap is in the tool layer.

The Interview Question Nobody's Asking

I'm interviewing for roles at companies that haven't realized their hiring rubric — and possibly their business model — is already obsolete. And I can't figure out how to tell them.

Agentic Coding Made Me a Better Product Manager

Agentic coding tools expose the cost of vague requirements faster than any team process ever could. Turns out the scrum discipline I once resented is exactly what makes LLMs productive.

Agentic X — What I'm Learning About LLMs as Implementation Agents

The biggest wins come from being the owner, not the builder. Clear constraints transform LLMs from frustrating to productive.