You own the programme, so the questions that matter are cost, risk, and how much authority to hand a machine. I’ve spent thirty years in application security, and I’m now building AI-driven tooling and running it for real. What I write here is the part you need: what it changes, what it costs, and where the human has to stay in the loop.
A five-agent newsroom that researches, drafts, reviews and publishes my posts, gated by four taps from my phone.
Scoring Semgrep findings by probability-of-real, cheaply enough to run inside a pull-request check.
My self-hosted Hermes-Agent: persistent memory, MCP tools, and the runtime under Scribe.