Rust arşivleri - Selçuk Güral | Engineering Lab

A deterministic gatekeeper for AI agents: one writer and a pure decide() (Lonca series, part 1)

13 Kasım 2026 yazar Selçuk Güral

Diagram of Lonca as a deterministic gatekeeper for AI agents: state, request, time, policy, facts and evidence go into the pure decide() function, which returns allow, deny or escalate; the daemon then signs, appends to the log and applies.

Lonca is a deterministic gatekeeper for AI agents: one daemon writes, and a pure decide() with no AI, clock or network makes every decision.

What is Lonca? Version control for AI coding agents (Lonca series, part 0)

12 Kasım 2026 yazar Selçuk Güral

Diagram of Lonca, version control for AI agents: an agent proposes and a human approves; the lonca daemon, the only writer, decides with decide(), signs, appends to the log and only then applies it to the Git repository; a sandboxed verifier runs build and test; after git push, lonca-audit replays every decision on the remote.

Lonca is open-source, Git-compatible version control for AI agents: agents propose, one gatekeeper decides, and a signed log records it all.