Let your ideas run free. We’ll keep your AI agent on track.
A practical layer between what you mean and what an AI coding agent does.
FOH is a set of working rules between you and an AI coding agent. You describe what you want in plain language; FOH helps the AI ask what matters, define the boundary, choose how to work, verify the result, and report what changed.
It is not a new AI model or another code editor. It is a workflow that helps the AI you already use work with your project more systematically.
“I want a website for table reservations.”
AI could start building immediately—even though it does not yet know how customers choose a time, how many tables exist, or what information the restaurant needs.
FOH helps the AI understand those questions first, then turns your idea into bounded, verifiable work.
See how the FOH flow prevents logic drift and guarantees verified delivery.
Frames goal, scope, and verification.
Aligns on feature contract and behaviors.
Proposes minimal, bounded code changes.
Runs automated tests and collects evidence.
Verifies residue scans and writes RRR.
A collection of robust governance principles to maximize coding agent reliability.
You begin with a simple idea. FOH turns it into bounded work, then guides the AI toward a delivery backed by evidence.
Intake, Planning, Execution, and Verification are run sequentially by one agent. Zero orchestration overhead or persona roleplaying.
Four strict gates (Spec, Plan, Verify, and Promote & Close) prevent logic drift and ensure validation evidence before commitment.
Controls token waste and prevents token bloat using automated loading profiles customized per task size.
Traditional agent frameworks suffer from major failure modes. AGENTS.md resolves them.
Have you run into this?
01You ask AI to fix one small thing, but several unrelated files change with it.
02AI says “done,” but the old behavior disappears or a new bug shows up when you try it.
03You switch editor, model, or chat—and have to explain the project from the beginning again.
These problems do not always mean AI is bad at coding. They often begin when the work has no clear boundary, no point where AI must stop and ask, and no evidence required before closure.
Agents run the same failing terminal commands repeatedly. AGENTS.md caps retries and forces structured re-planning.
AI loads entire codebases, exploding API bills. AGENTS.md enforces strict retrieval budgets and targeted repo maps.
Agents claim tasks are done without running test validations. AGENTS.md mandates evidence-first Gate C proofs.
FOH places working rules at these exact points—before AI speed turns into repeated cleanup for you.
AI may be a fast kitchen. FOH is the front-of-house system that helps ensure what comes back is what you actually intended to order.
Our framework is packed with premium, resilient layers for production-grade reliability.
Visual/cosmetic layout edits proceed automatically; material core logic changes require strict approvals.
Built-in security scanner checks prompt inputs and audits tool parameters to prevent injections.
A step-by-step rollback playbook restores previous configurations instantly when deployment failures occur.
Improve structure without silently changing existing behavior or contracts.
A clearer workflow, better delivery quality, and results that are easier to verify.
You have to watch every step, repeat the scope, inspect every change, and hope that “done” really means it works.
You do not need to control every command, yet you can still see where the work is going, what was decided, and how the result was checked.
Reduce repeated explanations and avoid restarting work from unclear context.
Every delivery follows a defined scope, plan, and verification path.
Give everyone the same operating rules instead of relying on individual habits.
Know what changed, how it was checked, and what remains before closing work.
FOH does not make you think more like an engineer. It helps AI work more like an engineer for you.
Choose the level of control and continuity that fits the work you need to get done.
Essential working rules for focused tasks with clear scope and verification.
Purpose-built workflows and stronger verification for broader technical work.
Long-term context, memory, and risk control for complex production projects.
See how AGENTS.md has transformed agent reliability in engineering teams.
"AGENTS.md saved us thousands of dollars in wasted API credits. The gates are absolute lifesavers."
"The best static blueprint for programming agents. Simple, clean, and extremely effective."
"We integrated AGENTS.md guidelines and our code regressions dropped to near zero."
คำตอบสั้น ๆ สำหรับเรื่องที่หลายคนกังวลก่อนเริ่มใช้ AI ทำงานจริง
ไม่ต้อง คุณเริ่มด้วยภาษาปกติได้ FOH ช่วยให้ AI ถามเฉพาะข้อมูลที่ยังขาดและมีผลต่องาน
ไม่จำเป็นต้องควบคุมทุกคำสั่ง FOH ช่วยกำหนดขอบเขต จุดที่ต้องหยุดถาม และสิ่งที่ต้องรายงานเมื่อส่งมอบ
FOH ช่วยให้โปรเจกต์มีหลักฐาน บริบท และการตัดสินใจที่ทำไว้แล้ว เพื่อให้การกลับมาทำต่อไม่ต้องเริ่มจากศูนย์ทุกครั้ง
ได้ คุณเล่าเป้าหมายด้วยภาษาของคุณ แล้วให้ FOH ช่วยจัดกรอบงาน แต่ผลลัพธ์สำคัญยังควรได้รับการตรวจจากคนที่เข้าใจงานนั้น