The engines that make agents cheaper and sharper.

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.

Why it matters

Agents burn tokens in three predictable ways.

Each engine removes one source of waste at the point it happens, so every session costs less and stays on task.

01

Amnesia

Re-learning your architecture every session. → Memory

02

Brute-force reading

Whole-file reads and search loops to find structure. → Navigator

03

Output bloat

Command logs flooding the context window. → Runner

Defeats amnesia

Memory

DevOS onboards your repository the first time you connect it, keeps that knowledge current as you commit, and surfaces only what's relevant to the task. It carries across every session, and your developers can search it directly.

MEM · INJECTED CONTEXTTOP OF MINDLONG-TERMCOLD STORAGESurfaced nowonly what's relevantMain working memorywhat the agent actively knowsSearchablenothing is lost
Current with your code

Onboarded from your repo and git history, updated as you commit and branch.

Relevant, not everything

Surfaces only the context a task needs, so prompts stay lean.

Searchable by your team

Developers query the same memory directly, in plain language.

Defeats output bloat

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. Compress, never destroy.

RUN · OUTPUT COMPACTION84.7 KBraw build/test logRUNNER517 Breaches context99.4% SUPPRESSED · full log one call away
Outcome, not noise

Per-toolchain digests for builds, tests and more.

Nothing is lost

The full log is retained and one call away when needed.

Fewer tokens per run

Less output in context means lower spend on every command.

Together

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.

PLATFORM · DATA FLOWMemoryNavigatorRunnerDevOS Gatewayone MCP · session-isolatedYour agentClaude Code · Codex · MCPMeridiansavings recorded
−57%
Tokens — 3 turns vs 9 (Navigator)
99.4%
Output suppressed (Runner)
85%
Code recall vs ~4% (Memory)
−38%
Cost on structure-heavy work

* Figures from DevOS benchmark results, updated as new runs are published. Your results will vary with your codebase and workflow.

See the engines on your codebase.

Run a free pilot and measure the impact with your own numbers.