Notes on shipping with AI coding agents: coordination, cost, and what the herd can actually do.https://codeherder.com/https://codeherder.com/blog/non-technical-builders-playbook/https://codeherder.com/blog/non-technical-builders-playbook/You don't need to write code to ship real software with AI agents — you need to brief clearly, review the right things, and let the gates do the work. A practical playbook for founders and product people.Mon, 20 Jul 2026 00:00:00 GMTproductworkflowguideThe CodeHerder teamhttps://codeherder.com/blog/trusting-ai-generated-code/https://codeherder.com/blog/trusting-ai-generated-code/The real objection to AI coding agents isn't whether they can write code — it's whether you can trust code you didn't watch get written. Here's how gates, not faith, make that answer yes.Sun, 19 Jul 2026 00:00:00 GMTreviewqualitytrustagentsThe CodeHerder teamhttps://codeherder.com/blog/how-to-orchestrate-ai-coding-agents/https://codeherder.com/blog/how-to-orchestrate-ai-coding-agents/Going from one AI coding agent to a coordinated fleet that ships reviewed, cost-bounded work — the problems that show up and the operating model that fixes them.Wed, 15 Jul 2026 00:00:00 GMTorchestrationagentsworkflowguideThe CodeHerder teamhttps://codeherder.com/blog/cost-aware-ai-engineering/https://codeherder.com/blog/cost-aware-ai-engineering/Token spend is easy to lose track of once more than one agent is running. Here's how to keep it visible per task, per agent, and per model — without ever routing it through a black box.Mon, 01 Jun 2026 00:00:00 GMTcostobservabilityengineeringThe CodeHerder teamhttps://codeherder.com/blog/one-agent-is-a-tool-a-herd-needs-a-shepherd/https://codeherder.com/blog/one-agent-is-a-tool-a-herd-needs-a-shepherd/A single coding agent is easy to supervise. Ten of them, across machines and tasks, is a coordination problem — and coordination is the part nobody's tool was built to solve.Mon, 18 May 2026 00:00:00 GMTcoordinationagentsorchestrationThe CodeHerder teamhttps://codeherder.com/blog/one-idea-no-engineer/https://codeherder.com/blog/one-idea-no-engineer/You know exactly what 'done' looks like. Here's how to go from a plain-language brief to a shipped, reviewed change — without writing a line of code yourself.Mon, 04 May 2026 00:00:00 GMTproductworkflowno-code adjacentThe CodeHerder team