DevSemanticSRE platform

Site reliability,grounded in your systems.

DevSemantic maps your services, what depends on what, and who owns each one. It catches incidents early, finds the cause, and prepares the fix for your team to approve.

Book a demoSee how it works
  1. 01Commit and review
  2. 02Build and test
  3. 03Release by canary
  4. 04Watch the SLOs
  5. 05Respond and roll back
  6. 06Learn and prevent

The problem

The facts you need arespread across many tools.

When something breaks, engineers piece together what changed, what is affected and who owns it. They do it by hand, under pressure, at every incident.

  1. 01MonitoringShows that errors went up on payments-api.
  2. 02Deploy pipelineShows that build #2211 shipped ten minutes earlier.
  3. 03Incident toolShows that the on-call engineer was paged.

DevSemantic joins them into one story

  1. Build #2211 ships10:02
  2. Errors rise10:09 · payments-api
  3. Checkout slows10:10 · depends on it
  4. Owner paged10:11 · payments team
  5. Cause foundconnection pool 50 → 5

It connects these facts in seconds, so your team starts from the cause instead of searching for it.

What it answers

Clear answers to the questionsyour team asks every day.

  • What breaks if this change ships?See every service a change touches before you deploy it.
  • Which incident matters most right now?Incidents are ranked by what they affect: revenue, customers and key services.
  • What does this outage cost?See the business impact of an outage while it is happening.
  • What is this agent allowed to change?Set what each agent may do on its own, and where it must stop and ask a person.

How it works

Agents handle routine work.People lead the hard problems.

DevSemantic sorts operations work into three levels, from routine to complex. Your team decides what agents may take on.

Reads fromMetricsLogsTracesIncident managementCI/CDRepositoriesCloudRunbooks
  1. 01RoutineLevel 1Alert triage, health checks, restarts and standard runbooks.Agents act under your policy
  2. 02DiagnosableLevel 2Log analysis, config fixes, deploys and capacity issues.Agents propose, a person approves
  3. 03ComplexLevel 3Architecture issues, code defects and root cause analysis.People lead, agents assist

Also included

Modules that workon the same map.

Each one reads your real systems and follows the same approval rules.

  • 01Pipeline insightsFinds slow builds, retry loops and flaky tests, and what they cost.
  • 02Incident responseBuilds the incident timeline, groups related alerts and proposes a rollback.
  • 03ML pipelinesMoves models to production with tests and a rollback.
  • 04Ops copilotHandles routine restarts, rotations and tickets. Each step is logged and can be undone.
  • 05DORA dashboardMeasures the four delivery metrics from your real pipelines.
  • 06Security copilotRanks code vulnerabilities by reachability and proposes the fix in the code.

Safety and control

A person approvesevery deploy.

DevSemantic runs privately in your network. Agents take only the routine, reversible steps your policy allows. Anything risky waits for a person.

Action logIncident HL-2214

  1. Roll back payments-api to build #2210Approved by the on-call engineer. Undo is ready.Approved
  2. Scale build runners from 8 to 24The cost impact has not been measured yet.Stopped
  3. Ship a hotfix and skip the canaryCanary checks are required by policy.Stopped
  4. Let the agent deploy its own fixAgents cannot deploy to production.Stopped

Getting started

Results on your own systemsin the first month.

DevSemantic connects to the tools you already run. Here is what the first month looks like.

  1. Week 1Your tools are connected and your services mapped, with every gap named.
  2. Week 2Your recent incidents are replayed, showing how early each could have been caught.
  3. Week 3The problems that cost the most hours are ranked, and the first runbooks drafted.
  4. Day 30Baselines measured and your 90-day scorecard agreed.

Metrics we track

Every result is measuredagainst your own baseline.

All 13 metrics across the 4 DevSemantic solutions. Each one is baselined in the 30-day diagnostic, then reported every month.

01 · 4 metricsAgentic Incident Response
  • MTPIMean Time to Predict an IncidentHow early an incident is raised64 min3 min↓ lower is better
  • AFRAutomated First ResponseIncidents where a playbook acted first5%71%↑ higher is better
  • THRToil Hours ReturnedEngineer hours given back each sprint0 h / sprint46 h / sprint↑ higher is better
  • MTTRMean Time to RestoreHow fast service is restored52 min31 min↓ lower is better
02 · 4 metricsReliability Engineering
  • RPRRepeat Prevention RateFixed problems that stay fixed48%95%↑ higher is better
  • EBAError Budget AdherenceCritical services within their error budget57%92%↑ higher is better
  • FMCFailure Mode CoverageFailure modes tested with recovery verified10%84%↑ higher is better
  • SFLSaturation Forecast LeadDays of warning before something saturates0.5 days21 days↑ higher is better
03 · 3 metricsChange and Release Safety
  • BRCBlast Radius CoverageChanges checked for impact before they ship9%96%↑ higher is better
  • CFRChange Failure RateDeployments that cause a failure18%11%↓ lower is better
  • FDRTFailed Deployment Recovery TimeHow fast a failed deploy is recovered84 min22 min↓ lower is better

Solutions

Solutions builton DevSemantic.

Each solution comes with engineers who run it with you, and results you can measure within 90 days.

FAQ

Common questions

  • Both build a live map of your own systems. SecSemantic uses it for security. DevSemantic uses it for reliability and delivery. They can run side by side.

  • No. It reads them. Approved actions go out through the tools you already use.

  • No. Agents propose and prepare. A person approves every deploy and every risky action.

  • Only routine, reversible steps your policy allows. Each one is logged and can be undone.

  • Privately in your network.

  • It is marked as unknown, and any answer that depends on it says so.

  • Named engineers work inside your team and feed every incident, change and decision back into the map.

See it on your own pipelines.

A demo uses your repos, your pipelines and your last incident, replayed with a person approving each step.

Book a demoStart the 30-day diagnostic
  • SOC 2Type 2
  • HIPAACompliant
  • GDPRCompliant
  • ISO 270012013
  • ISO 90012015
  • ISO 200002018
  • ISO 134852016