Autonomous engineering, in an infinite loop

The autonomous engineering agent that plans, acts, observes and improves until success.

LoopPilot AI runs a self-correcting loop of five specialist agents. Give it a goal — it plans, ships, tests and rewrites itself until the result actually works.

looppilot.ai · loop #128 · quality 0.91
Stage 1
Goal
Stage 2
Plan
Stage 3
Act
Stage 4
Observe
Stage 5
Reflect
How it works

One loop. Five agents. Zero manual glue.

Each stage feeds the next. When the loop can't reach the quality bar, it rewrites itself and tries again.

01

Goal

Describe the outcome you want in plain language.

02

Plan

Planner decomposes the goal into a dependency-aware roadmap.

03

Act

Builder executes the plan step by step.

04

Observe

Tester validates each step and captures signals.

05

Reflect

Reviewer scores quality and reasons about failure modes.

06

Improve

Optimizer patches the plan and re-runs the loop.

07

Until success

Loop converges when quality clears the target.

Features

Built for autonomy, engineered for trust.

Every capability you'd expect from a serious AI engineering platform — with the transparency you'd expect from your own team.

Autonomous Planning

Turns fuzzy goals into a concrete, dependency-aware plan without hand-holding.

Multi-Agent Collaboration

Planner, Builder, Tester, Reviewer and Optimizer negotiate outcomes in parallel.

Continuous Self-Correction

Every failure feeds the next iteration. The loop tightens itself.

Real-Time Decision Timeline

See every plan, action, and observation as it happens — no black boxes.

Reflection Journal

Structured post-mortems: what went well, what broke, what to change.

Live Progress Tracking

Confidence, quality and ETA update in real time as agents work.

Project Memory

The loop remembers past runs, preferences, and conventions.

Quality Scoring

Every iteration is graded so convergence is measurable, not vibes.

Why LoopPilot

Autonomous engineering that saves time and ships better software.

01

Ship in minutes, not sprints

Autonomous loops compress days of planning, coding and review into a single continuous run.

02

Fewer regressions, higher confidence

Every change is tested, scored and reflected on before the loop advances.

03

You stay in the driver's seat

Transparent decisions, editable plans, and full audit trails — never a black box.

Let a loop do the work.

Launch LoopPilot and watch five agents plan, ship, test and improve — until the goal is done.