Stop paying agents to relearn your codebase every session.
DevOS gives your coding agents structured memory from day one, fast structural reads of your code, and a savings ledger that proves every gain. Local-first. Session-isolated. One MCP.
Your fastest-growing engineering team is also your fastest-growing bill.
Agents work by brute force. Every session, an agent starts from zero — and the cost shows up with no proof of value. Three structural leaks drive the spend:
Amnesia
The memory built into coding agents is thin and needs hand-curation. Most tasks still begin by rediscovering an architecture you already paid to explore.
Brute-force reading
Whole-file reads and grep loops to reconstruct what a structural query could answer in one call.
Invisible spend
No ledger, no per-session cost, no statement. Finance sees a bill climb with nothing to tie it to.
A developer works from memory.
So should the agent.
DevOS gives the agent the mental model a senior engineer carries, so it starts each task already knowing your repository.
One gateway between your agents and your code.
Three compression engines cut tokens at the source. A savings ledger prices every gain. All running local-first on your machine.
Your agents
DevOS Gateway · one MCP
Your environment
Local-first and private. Nothing leaves your machine unless you opt in.
Everything your agents need, in one platform.
Code intelligence, agent memory and token economics, assembled into a single platform — governed centrally and measured end to end, so you skip the integration work of stitching point tools together.
Memory
DevOS onboards your repository the first time you connect it, then keeps that knowledge current as you commit. It carries across every session, and your developers can search it directly — so the whole team works from the same understanding.
Navigator
Lets the agent ask precise questions of your code — what depends on a function, how a file is structured, what a change will affect — without pulling whole files into context. One answer replaces a long search-and-read loop, and it works on any project out of the box.
Runner
Per-toolchain digest parsers compress command output on the way in. The agent gets the outcome; the full log stays one call away. Compress, never destroy.
Meridian
A running record of every saving, priced and rolled into a monthly statement you can hand to finance, with team-wide visibility into token spend, model mix and session activity.
Polaris
The control plane for IT and security: set policy, monitor fleet health and adoption across every machine, and review a full audit trail. Govern your whole estate from one place.
Vantage
The view for engineering leaders: value delivered, percentage saved, throughput and adoption across teams — the numbers that show what your investment returns.
A living map of structure, dependencies and impact. The fastest way for a developer to get up to speed in unfamiliar code.
Atlas Memory — see what your agents knowAn interactive 3D view of everything DevOS has learned about your code and how it all connects.
Hub — your DevOS control centreThe home base for your local instance: workspaces, memory, status and configuration in one place, with plain-language search across what DevOS knows.
One platform, every view.
From the agent's memory graph to the savings ledger and the governance console — pick a tool to see it.
Atlas Memory — everything your agents have learned about your code, in 3D.
Hub — your local control centre for workspaces, memory and status.
Meridian — every saving, priced and itemised into a statement.
Polaris — govern policy, fleet health and audit from one console.
Vantage — what your investment returns, across teams.
Every saving is measured.
Results from our published benchmarks across structure-heavy and memory-dependent tasks, compared against agents running without DevOS.
* Figures from DevOS benchmark results, updated as new runs are published. Your results will vary with your codebase and workflow.
"I expected productivity. Instead I was counting tokens and watching agents thrash. We already know how people hold a whole system in their head. Why can't an agent work the same way? With DevOS, we gave the agent that mental model."
The only layer that records the savings it delivers.
Point tools each cover one slice and leave you to wire them together. DevOS brings code intelligence, agent memory and token economics into one platform that works across the agents you already run.
| Capability | DevOS | Copilot Enterprise | Cursor Enterprise | Claude Enterprise | Sourcegraph Enterprise |
|---|---|---|---|---|---|
| Memory shared across agent hosts | Yes | — | — | — | — |
| Verified savings ledger | Yes | — | — | — | — |
| Team-wide token-spend visibility | Yes | Partial | Partial | Partial | — |
| Bundled language servers — zero setup | Yes | — | — | — | Partial |
| Session observability (transcript + cost + git) | Yes | Partial | — | Partial | — |
| Works with the agents you already run | Yes | — | — | — | Partial |
| Local-first execution | Yes | — | — | Partial | Partial |
Comparison compiled from public sources, June 2026. Capabilities change over time; check current vendor documentation.
Built for security review.
Private by default. Your data stays yours, with the controls your security and compliance teams need.
Memory, Navigator and the ledger run on the developer's machine.
Your code and data stay in your environment. Journi only ever receives aggregated statistics, and only if you opt in.
Your code, prompts and activity are never used to train models.
Provider keys live in the OS keychain, never on disk — and can be provisioned to devices centrally.
Runs where your code already lives.
On developer machines, in your own private cloud, or in your data centre. Pricing is set with you, by team size, scope and how you deploy.
Tell us your team size, stack and deployment — we'll tailor a fit.
From savings today to delivery metrics next.
The savings, velocity and knowledge metrics CTOs actually want. Reflects current intent and is subject to change.
- Repository onboarding & memory
- Navigator + Atlas code map
- Runner output compaction
- Meridian savings ledger
- Hub admin & memory explorer
- Polaris governance & audit
- Vantage team rollups
- Manager dashboards & budget governance
- Published benchmark results
- Memory that updates on every commit
- macOS & Linux support
- Single sign-on (SSO & SCIM)
- Delivery intelligence — velocity & knowledge coverage
- SIEM forwarding (Splunk, Sentinel)
- Memory sync across machines, inside your boundary
- Support for more agent hosts
- Issue-tracker connectors (Jira, GitHub)
- Delivery quality signals
- Your backlog in the agent's memory
Run a free pilot. See the savings on your own code.
Run DevOS on your codebase for up to three months and measure the impact with your own numbers, before any commitment.
Six habits for driving coding agents well. Free download.