Blog

Notes on running agent teams you can watch and steer.

• We gave LiveGraph a paragraph. It built citepath.ai — and it hasn't stopped.

  October 6, 2026

  citepath.ai is a live GEO SaaS built entirely by a LiveGraph bootstrap run and its improvement loop: provisioning, self-hosted CI, thirty-three merged PRs, every failure — and what each failure became.

• A loop wrote a complete SaaS for $23.85 — then handed over the keys.

  October 6, 2026

  findefend.com went from a paragraph-long brief to a live, self-improving product: one bootstrap run, fourteen reviewed PRs, real incidents that became platform fixes — and a credential handoff where the model never saw the password.

• Our engineering team is a LiveGraph graph. Here is what broke.

  October 4, 2026

  LiveGraph's own repo is improved by a LiveGraph loop: a tick fires the Lead, an engineer works through the GitHub MCP, CI routes its own verdict, and a human gate decides every merge. Including the three ways it failed.

• Share a run people can watch, not a log they can't

  October 4, 2026

  POST /runs/:id/share mints a stateless token that renders a read-only, live-updating canvas — topology and hop status, never hop content. Embed it in docs, status pages, or a client deliverable.

• LangGraph edits a run's state. LiveGraph edits a run's route.

  October 3, 2026

  LangGraph compiles your topology into code; LiveGraph keeps it in data you can mutate between hops. Two different primitives — an honest map of where each one fits.

• We pointed LiveGraph at an empty domain. It shipped a product.

  October 2, 2026

  modelright.dev went from a domain name to a live, self-improving app through one bootstrap run and a 10-minute improvement loop — approvals, conflicts, and all.

• Steer a running agent workflow

  September 28, 2026

  LiveGraph re-reads the graph after every hop, so dragging an edge changes where this run goes next.

• Why you can't reroute a running n8n workflow (and why you can in LiveGraph)

  September 12, 2026

  Most engines compile a run before executing it, so mid-run edits only affect the next run. A per-hop engine makes rerouting free — here's the architecture.

• Giving agents write access to real code without losing sleep

  September 12, 2026

  Worktree isolation, operator allowlists, encrypted secrets, and pushes only a human's literal keystrokes can trigger — the safety model, decision by decision.