Context for agentic software development | Unblocked

Unblocked is the context layer for agentic software development. It reasons across your code, conversations, issues, docs, product, and production systems so agents can complete work correctly with less human intervention.
Markdown goes stale. MCP exposes individual systems. Neither resolves conflicts, weighs recency, or determines what matters for the task at hand.
We ran the exact same engineering task twice using the same coding agent, codebase, and prompt. The only difference was access to Unblocked.
With full context on dependencies and consumption patterns, the agent didn’t waste search tokens or generate useless output.
Unblocked gave our engineer 2 hours and 5 minutes back that would have otherwise been spent babysitting an obstinate agent.
We solved the toughest problems in context delivery — conflict resolution, permission enforcement, freshness, relevance, and cost optimization — so you don’t have to. Connect your code, conversations, issues, documentation, product, and production systems. Unblocked reasons over all of it to give your agents a shared understanding of your organization, so they can complete work correctly with less human intervention.
Inside the Context Engine
One reconciled answer, personalized to you.
Inside the Context Engine
One graph, every source, traversed at once.
Inside the Context Engine
Scoped to your repos, teammates, and work history.
Inside the Context Engine
The unwritten rules, made explicit and actionable.
See how Unblocked connects context across your tools, weighs conflicting sources, enforces access at query time, and gives agents the organizational understanding they need to work independently.
Connect Unblocked to your tools and agents in minutes. Use MCP, CLI, API, or direct integrations to bring context into every workflow.
Real results from real teams — faster onboarding, fewer review cycles, and AI agents that reliably stay on track.
Expo is an agentic mobile infrastructure company that offers open source tools and cloud services for building, shipping, and maintaining mobile apps. Its roughly 50 engineers work across nearly every time zone, and more than a decade of company history is spread across Slack, GitHub, Linear, Notion, Sentry, Datadog, and other systems. Today, engineering, support, product, and developer relations all use Unblocked to get at that context. Coding agents call it through MCP. The team asks questions through Slack. Support uses it to investigate customer issues. Product uses it to understand what changed across the company without spending hours catching up.
of company history connected through Unblocked
of weekly context gathering eliminated for product
growth in MCP calls from coding agents, May to September 2026
Webflow's engineering productivity org runs remote agentic development at scale with Claude, Cursor, and Codex. Unblocked is the context engine that gives every engineer and AI agent the institutional knowledge behind a 10+ year codebase, cutting tokens and rework, catching past incidents, and making agent-written code safe to merge.
engineering tools at Webflow
CSAT in quarterly engineering tool survey
tokens + less back-and-forth per task
Rally's go-to-market team runs on Unblocked. It safely opens the company's codebase, Slack, and Linear to non-engineers, so support, CS, and sales answer any product question without pulling engineers off building Rally. CTO and co-founder Alec estimates it saves him five to ten hours a week, and has cut the product questions he personally fields by 90%.
fewer product questions the founder has to answer
When a new platform team took a consultant-run stack in-house at RB Global, Unblocked was the context engine that turned years of scattered knowledge across GitHub, CircleCI, Confluence, Jira, and Slack into instant answers. The team took full ownership in three months instead of six, and now leans on Unblocked as a support arm for more than 200 developers.
to full platform ownership (vs. 6+ expected)
faster than the expected transition timeline
developers supported by the platform team
Unblocked is designed with security and privacy as core requirements. Customer data is isolated, authorized, and encrypted and your data will never be used to train models.