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AI Council and Unblocked

Unblocked gathers context from code, documentation, tickets and team conversations. AI Council ties knowledge to the code, checks that it's still current, and enforces team rules.

In short

Unblocked is a cloud context engine. It connects GitHub, GitLab, Slack, Microsoft Teams, Confluence, Jira, Linear, SharePoint and other sources, cross-checks them (including spotting conflicts), and answers with citations. The same engine answers people in Slack, in the web app and in pull request reviews, and answers agents through MCP.

Unblocked's strength is the breadth of its sources: Slack and Confluence threads often hold decisions you won't find anywhere else. AI Council focuses on code. Knowledge is tied to functions and modules, split by branch, and re-checked when the code changes, and team rules are delivered to the agent and checked in review.

Point by point

UnblockedAI Council
SourcesCode, Slack, Teams, Confluence, Jira, Linear, SharePoint and moreCode, Redmine and GitHub Issues tickets, Google Drive documents, project chat answers, entries from agents and people
How it stores knowledgeAn index of sources; answers are synthesized with citationsKnowledge entries tied to functions and modules, plus an L0–L10 code graph
Team rulesNot the focusMUST and SHOULD, delivered to the agent and checked in branch review
Who starts itThe agent calls MCP; people ask in Slack and the web appHooks deliver on their own; MCP on request; project chat for people
BranchesNot statedKnowledge on git branches, moves to the target after merge
DeploymentCloud serviceCloud or self-hosted; air-gapped on Enterprise

Which to choose

  • When Unblocked is enoughYour team's decisions live mostly in Slack, Confluence and Jira, your code can go to the cloud, and the main goal is to quickly answer "why was it built this way?"
  • When you need AI CouncilKnowledge should live next to the code and per branch, get re-checked when the code changes, and rules should reach the agent and be checked in review. Or you need an air-gapped setup.
  • Can you use bothPartly. Both give the agent context through MCP. If decisions live in chat threads, Unblocked covers that, and AI Council covers what's tied to the code.

Unblocked details are based on the vendor's public documentation and website as of October 2026: Unblocked: searching Slack, GitHub and Jira, Confluence integration. If anything has changed, let us know and we will correct it.

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