Idea →
Deployed
Software
A composable pipeline of Claude-powered phases, fed by a shared knowledge brain — with humans approving every transition and proof-of-work written back at each step.
Every tool starts cold. Context dies in the hand-off.
Each tool in a delivery workflow has to be re-taught the client, the repo, and the decisions already made. Between hand-offs, that context evaporates — and the work slows to the speed of re-explaining.
And unsupervised AI has no business shipping production software. We wanted the speed of agents without giving up the judgment, review, and accountability real engagements demand.
One shared knowledge brain.
Every transcript, document, and lesson is ingested and made searchable via MCP — the Atlas Knowledge Brain that feeds context into every phase of the pipeline.
Instead of re-explaining the client to each tool, every phase draws from the same source of truth. No phase ever starts from zero.
Six composable phases.
Fed by the Knowledge Brain. Each is a built plugin you can run on its own — nothing is all-or-nothing.
atlas-setup
"Scan the repo, see which pieces fit."
/atlas-setupDiscovery
"What does the client need?"
/ingest-transcript/ingest-document/kb-refreshPlan
"Vision, ADRs, stories, gates."
/break-down-epic/create-jira-stories/consistency-checkBuild
"Code it, test-first, healed."
/pick-up-story/resume/status/budgetValidate
"Did it match the plan?"
/open-pr --approvepr-checkpoint hookevaluator passShip
"Deploy and learn."
deployment runbooksmoke-test scaffoldslessons feedbackAtlas never ships unsupervised.
A human gates every transition — and JIRA gets proof-of-work written back at each one.
SOW signed
Nothing starts before the scope is agreed and on record.
Story ready
Vision, ADRs, and acceptance gates reviewed before a line of code.
PR reviewed
Every change is opened, read, and approved by a person.
Smoke green
It ships only once the smoke tests pass — clean.
What every phase stands on.
Five shared services that make the pipeline accountable, repeatable, and context-aware.
One shared context layer
Every transcript, document, and lesson — searchable via MCP, feeding context to every phase.
Repeatable environments
Workspace provisioning: a consistent, repeatable environment for each engagement.
Accountable LLM access
LLM access with x-cgw-tags cost rollup — every token attributable and accounted for.
One source of truth
An audit ledger with a single writer — one source of truth for pipeline state.
Proof-of-work, every step
Proof-of-work on the ticket at every phase: plan, notes, test outputs, review.
Nothing all-or-nothing
Pick only the phases an engagement needs — each plugin runs on the same base.
A built, composable plugin platform.
Every capability ships as a plugin on a common foundation.
Pipeline Plugins
Knowledge & Context
Foundation
Integration
Let's Make
It Happen
Tell us where you're stuck — we'll bring the platform and the team that ships the fix.