The Platform
Not a copilot. A coordinated engineering team.
Copilots autocomplete your code. Workforce agents independently pick up tickets, understand your codebase through a knowledge graph, write full PRs, review each other's work, and merge when CI passes.
Under the Hood
The architecture advantage.
Four pillars that make Workforce production-grade — not another prototype.
Agent: Atlas
5 layers of memory active
Remembers your codebase, conventions, team preferences, and past decisions. Gets smarter every session.
memory since
Day 1 — Feb 2026
Persistent Memory
Five layers of memory — from working session state to organisation-wide knowledge. Agents learn your codebase, conventions, and preferences. Day 30 is dramatically better than day one.
Self-Hosted & Secure
Your infrastructure. Your control. Three-layer security: policy engine, sentinel code scanning, and identity verification. Your code never leaves your environment.
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Multi-Provider Failover
Claude goes down? Agents seamlessly switch to Grok or Gemini. Adaptive model routing saves 40–60% on token costs by matching task complexity to model capability.
Full Dev Lifecycle
GitHub, Linear, Slack — fully integrated. Agents clone repos, create PRs with reviewers, check CI status, and merge with SHA-pinned safety.
Knowledge Graph
Your codebase, mapped and queryable.
7,600+ code entities indexed. 26,000+ relationships mapped. Agents understand your architecture, dependencies, and conventions — not just individual files.
Three Products, One Platform
Build. Secure. Maintain.
One platform, three product lines — all built on the same agent engine, knowledge graph, and security layers.
AI agents that ship features.
GitHub Integration
Clone, branch, write code, open PRs, inline review, CI checks, and SHA-pinned merge.
Linear Integration
Multi-workspace issue tracking, auto-triage, bulk operations, and automatic prefix resolution.
Pick up STAR-142 and implement the image upload feature
Review PR #247 — check auth flow and test coverage
CI passed. Merging with SHA pin verification.
Indexing payment-service module into knowledge graph.
AI agents that think like penetration testers.
Vulnerability Scanning
OWASP Top 10, dependency auditing, secrets detection, access control review, and data flow analysis.
Auto-Remediation
Agents don't just find vulnerabilities — they open PRs to fix them, with full context from the knowledge graph.
Scanning auth-service for OWASP Top 10 vulnerabilities. Analysing data flows, checking access control boundaries, auditing dependency versions. 3 critical findings detected — opening remediation PRs.
View report
Agents that do the work nobody schedules.
Codebase Health
Dependency updates, test generation, documentation sync, TODO resolution, and code health scoring.
Continuous Improvement
Agents monitor and improve code health continuously between feature releases. Technical debt stops compounding.
Health
Score: 8.4/10
Auto-maintain
This week:
resolved 4 issues.
6
3 deps updated
7 tests added
4 TODOs resolved
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Dependency audit — express v5
Completed
Docs sync — API reference
In progress
7,600+ code entities indexed across production repos.
70–90% cost savings via adaptive model routing.
4x faster ticket throughput with Workforce agents.
Built in Rust from scratch. No frameworks. No wrappers.
The model is the engine. Workforce is the driver.
Powered by the best AI models. Competing with none of them. Claude writes code. So does Gemini. Workforce puts them to work.