The engines that cut avoidable context.
Three engines run behind one MCP gateway. They have no UI — your agents simply work better. Memory defeats amnesia, Navigator defeats brute-force reading, Runner defeats output bloat.
Agents burn tokens in three predictable ways.
Each engine removes one source of waste at the point it happens, helping agents stay on task while DevOS measures the result.
Amnesia
Re-learning your architecture every session. → Memory
Brute-force reading
Whole-file reads and search loops to find structure. → Navigator
Output bloat
Command logs flooding the context window. → Runner
Memory
DevOS builds a typed, evidence-graded memory of your repository the first time you connect it, keeps it current as you commit, and surfaces only what's relevant to the task. A feature map connects the name your team uses for a capability to its entry points, core modules, configuration and tests, so an agent can ask where the feature lives before it starts searching. Every record carries its provenance and confidence, and your developers can search the same memory directly.
Onboarded from your repo and git history, updated as you commit and branch.
Surfaces only the context a task needs, so prompts stay lean.
Developers query the same memory directly, in plain language.
Runner
Compresses command output on the way into the context window. The agent gets the outcome it needs, and the full log stays one call away.
Per-toolchain digests for builds, tests and more.
The full log is retained and one call away when needed.
Less output in context means lower spend on every command.
One gateway. Every gain recorded.
The three engines run behind a single MCP your agents already speak to. Each saving they produce is priced and recorded by the ledger downstream.
Best observed results on public benchmark issues, with the same fixes completed in both setups. The DevOS Memory comparison used 3 runs per side; the main DevOS comparison recorded 506 runs, 412 counted. See the full benchmark. Your results will vary with your codebase and workflow.
The engines power everything else.
What the engines learn and save flows into the apps and the control plane.
See the engines on your codebase.
Run a free pilot and measure the impact with your own numbers.