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AI as labor · Engineering as a system

Your software factory.
Powered by agents.
Governed by you.

Legba is an AI-native orchestration platform that coordinates specialized agents to plan, build, test, deploy, and maintain software. It transforms AI from an interactive coding assistant into an organized workforce capable of executing complex engineering tasks across projects, repositories, and environments.

Request a demo See how it works
01 Agents do the work.
02 Legba manages the process.
03 Humans remain in control.
Legba/Dashboard350 active · 450 done
DashboardProjectsAgentsDaemonsPrompts
Active18
task Live activity evidence — refactor scope helper Legba code
task Live activity evidence — run test suite Legba code
plan Notif live scratch plan Notif live scratch 1/2
task Migration Legba ops
plan Auth hardening Plan Chat q check (scratch) code
task Task summarization Legba knowledge
01 / The problem

AI can write code. But who manages the work?

AI coding agents have become remarkably capable. They can generate features, fix bugs, refactor applications, and write tests. But writing code is only one part of software engineering.

Real software production requires planning, coordination, infrastructure management, verification, architectural consistency, and continuous knowledge accumulation.

Most AI coding tools still operate as individual assistants. They execute instructions, produce outputs, and depend on humans to coordinate the larger process. As the number of agents grows, so does the complexity of managing them.

The bottleneck is no longer code generation. It is orchestration.

02 / The solution

From AI assistants to an AI workforce

Legba treats AI agents as specialized workers operating within a shared engineering system. Users define objectives, review execution plans, and supervise the work through a unified interface. Legba decomposes objectives into actionable tasks, assigns responsibilities, manages execution environments, and verifies results before work is considered complete.

task
Every task has a lifecycle.
agent
Every agent has a responsibility.
result
Every result is subject to verification.

The intelligence comes from AI. The reliability comes from the system around it.

03 / Three operational lanes

Specialized intelligence.
Coordinated execution.

CODE

Build. Refactor. Test. Verify.

Code agents analyze existing codebases, implement features, resolve defects, refactor components, create tests, and prepare changes for review.

Isolated environments per task

OPS

Deploy. Monitor. Diagnose. Maintain.

Ops agents handle deployment workflows, environment configuration, service diagnostics, operational troubleshooting, and infrastructure maintenance.

Permissions, policies, approvals

KNOWLEDGE

Understand. Document. Remember.

Knowledge agents analyze repositories, document architecture, track technical decisions, identify inconsistencies, and preserve project knowledge over time.

Persistent project understanding

Three lanes. One coordinated workforce.

04 / The execution engine

Autonomous execution.
Structured control.

Inside the engine →
  1. 01DefineDescribe a goal, report a problem, or propose an improvement through conversation.
  2. 02PlanAn execution plan with actionable steps and dependencies, built from project context.
  3. 03ExecuteSpecialized agents work in isolated environments with the right tools.
  4. 04JudgeVerifyAn independent Judge checks outputs against requirements, tests, and evidence.
  5. 05Retry or escalateFailed checks trigger corrective attempts. Unresolved issues go to a human.
  6. 06PreserveResults, decisions, and knowledge join the project's evolving context.
↺ fail04 → 03, corrective attempt·⇡ unresolved05 → human review

The objective is not to eliminate human involvement. It is to concentrate human attention where judgment matters most.

05 / In practice

A plan, verified step by step.
Supervised from your phone.

Legba/Mobile view Plan5 / 5 passed
STEP 1 Mobile breakpoint + hamburger drawer infra in Sidebar PASS
STEP 2 Single mobile-first @media(max-width:768px) block in App.css PASS
STEP 3 Mobile drawer shows Projects + Sign Out only; hide the rest PASS
STEP 4 ProjectDetailPage mobile header — Chat primary, action row stacks PASS
STEP 5 ChatModal full-screen on mobile + task-kickoff cards tap-usable PASS
outcome · At 390px a ☰ button is visible and the sidebar is off-screen by default. At ≥769px the sidebar is the static 220px column exactly as before. `npm run build` exits 0.
Each step carries its own expected outcome. The Judge marks it PASS only when the evidence matches.
Legba · ChatLegba
what did we do on 2026-06-23?
On 2026-06-23, the following tasks were active:
Migration — Mongo dump and restore, Weaviate volume copy. In progress.
UX Mobile — dashboard link in the nav bar, project list cleanup.
Task summarization — mechanisms for summarizing chats explored.
Ask Legba
Project history, task status and new work, all through conversation.

Stop managing prompts.
Start directing work.

Coordinate specialized agents, supervise autonomous execution, verify results, and build software with a system designed for the entire engineering lifecycle.

Request a demo Read the philosophy