GITHUB INTEGRATION
Workforce Synths manage the complete GitHub workflow. They clone repos, create branches, write code, open PRs with labels and reviewers, review with inline comments, check CI status, and merge with SHA-pinned safety.
Structured code review
Synths review PRs with severity ratings — BLOCKER, IMPORTANT, NIT — and leave inline comments on specific lines of code.
SHA-pinned merging
The Synth verifies the exact commit it reviewed is the one being merged — eliminating race conditions between review and merge.
LINEAR INTEGRATION
Synths manage the full issue lifecycle — creating, updating, searching, and linking tickets across multiple workspaces. Ticket prefixes auto-resolve so Synths always know which workspace they're operating in.
Bulk operations
Change state, priority, or assignee on multiple issues at once. Synths triage and organise your backlog autonomously.
Linked relations
Synths create blocks, blocked_by, related, and duplicate relations between issues — maintaining clean dependency maps.
The persistent memory is what sets this apart. Synths don't lose context between sessions — they remember the codebase, the conventions, and why decisions were made.
Lead Engineer
Real Estate Platform
4x
faster ticket throughput with Workforce Synths
SLACK INTEGRATION
Synths connect via Socket Mode with per-channel engagement controls. They reply in threads, react with emoji, upload files, and connect to multiple workspaces simultaneously — following the same social norms humans do.
Engagement modes
Configure Synths to respond to all messages, mentions only, or stay quiet per channel. Thread-level overrides give granular control.
The human rule
In group chats, Synths follow human social norms — they don't respond to every message. Quality over quantity, just like a good teammate.
INTELLIGENCE
Workforce indexes your codebase into entities and relationships — functions, structs, traits, modules — and makes them queryable. Ask natural language questions, traverse the dependency graph, explain any function, or run impact analysis before making changes.
Semantic search
Ask "How does authentication work?" and get a precise, contextual answer grounded in your actual code — not documentation.
Impact analysis
Before renaming a function or changing a signature, Synths check what breaks — callers, tests, dependencies — and flag the blast radius.
We're a two-person team building a full product. Workforce handles the dev cycle end to end — tickets, PRs, code review, merge. We focus on product decisions and it handles the engineering throughput.
VP Engineering
Fashion Tech Startup
26K+
relationships mapped across production codebases
POSTHOG INTEGRATION
Workforce connects to your PostHog instance and treats product data as a first-class input — not a dashboard someone has to go read. Synths query events, funnels and feature flags, tie usage back to the code that shipped it, and bring what users actually do into the work. Per-user OAuth or an org-wide token, running inside your environment.
Events & funnels
Ask in plain language. Synths pull events, funnels and retention, then connect the drop-off to the releases and code paths behind it.
Feature-flag aware
Synths see which flags are live and for whom, so changes ship behind the right gates and every analysis reflects what users are really being served.
METABASE INTEGRATION
Workforce has full control of your Metabase — not read-only access. Synths compose and edit dashboards, add and remove cards, and run questions against your connected data, so reporting assembles itself from sources your team already trusts. The work and the reporting live in one place, inside your perimeter.
Compose & edit dashboards
Synths add and remove cards, arrange layouts and update questions — turning a request like "weekly active accounts by plan" into a live dashboard, not a Slack screenshot.
Native questions on your data
Queries run against your own databases through Metabase, with results wired straight into the work — no copy-paste, no stale exports.
SECURITY
Self-hosted. Three layers of security. Your code never leaves.
Workforce runs entirely in your infrastructure with a Policy Engine, Sentinel Scanner, and Integrity Verification protecting every action. Built for teams handling sensitive codebases in financial services, healthcare, crypto, and defence.
IN PRODUCTION
In daily production. 60 users and counting.
We don't disclose customer names — but Workforce is shipping real work right now, every day, on production codebases that teams depend on.
Want to be next?
We're onboarding a small number of teams each quarter. If you have real work that needs more throughput — engineering, operations, analysis — let's talk.
WHY WORKFORCE
Not a copilot. Not a chatbot. Not another wrapper.
The market is full of AI tools that help developers write code faster. Workforce does something fundamentally different — it coordinates autonomous Synths as an engineering team.
VS. AI COPILOTS
Copilots autocomplete. Workforce ships.
Copilots suggest the next line of code for a single developer in an editor. Workforce Synths independently pick up tickets, understand your codebase through a knowledge graph, write full PRs, get them reviewed by other Synths, check CI, and merge. It's the difference between a spellchecker and a writer.
VS. AUTONOMOUS AGENTS
One agent in a sandbox vs. a coordinated team.
Devin operates as a single agent in a cloud sandbox. Workforce coordinates multiple Synths with persistent five-layer memory, running on your infrastructure. Devin's cloud-only model means your code leaves your environment. Workforce is self-hosted by default.
VS. OPEN-SOURCE FRAMEWORKS
A product, not a project.
Open-source frameworks give you building blocks. You still need to build the orchestration, memory model, security layers, integrations, and operational tooling yourself. Workforce is production-ready — with deep integrations, a three-layer security model, and adaptive cost optimisation built in.
VS. DEV AGENCIES
$30K/month for meetings. Or $5K/month for shipped code.
A dev agency gives you engineers who context-switch between clients and lose knowledge when people leave. Workforce Synths have persistent memory of your codebase, work around the clock, and cost a fraction of the price. Per-ticket cost tracking means you see exactly what you're paying for.
FAQ
What integrations does Workforce support?
GitHub, Linear, and Slack are deeply integrated — Synths manage the full lifecycle in each. They clone repos, create PRs, review code with inline comments, triage tickets, and communicate in Slack threads. External skills can also be installed from git repos.
Can Synths work across multiple repositories?
Yes. Synths can clone, read, and contribute to multiple repos. The knowledge graph indexes entities and relationships across your entire codebase, so Synths understand cross-repo dependencies.
How does the knowledge graph stay up to date?
The knowledge graph re-indexes automatically as your codebase changes. Synths also curate their own memory during scheduled heartbeats — reviewing recent work, updating their understanding, and distilling what matters.
What happens when a Synth writes bad code?
Synths review each other's work before anything merges. The Sentinel Scanner detects dangerous patterns in real time. SHA-pinned merging ensures the exact commit reviewed is the one that ships. And nothing merges without CI passing.
Can I control what Synths are allowed to do?
Yes. The Policy Engine provides tool-level access control with priority, scope, and pattern matching. Define permissions at the global, team, or individual Synth level. Synths can propose new rules — but only humans approve them.
How does Synth Router work?
Synth Router matches task complexity to model capability automatically. Simple tasks route to cost-efficient models, complex reasoning goes to frontier models. If a provider goes down, Synths fail over seamlessly. This saves 40–60% on token costs.
What does deployment look like?
Synths are configured in a single TOML file — identity, capabilities, memory, and tool access. They connect to your existing GitHub, Linear, and Slack. Most teams are running their first Synths within days.