Unblocked

A context layer that feeds AI coding agents trusted, ranked engineering knowledge

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Screenshot of Unblocked, A context layer that feeds AI coding agents trusted, ranked engineering knowledge

What is Unblocked?

Unblocked is a context layer for AI coding agents. It pulls from code, conversations, issues, docs and production systems, then ranks and reconciles those sources so agents can finish engineering tasks with less human correction.

Unblocked is a context layer built for agentic software development. The premise is narrow and specific: coding agents already read a repository well, but they fall short when a task depends on information that lives outside the code, such as conversations, tickets, documentation, product decisions and production systems. Unblocked collects those sources and reasons across them so an agent can answer a task with the material that actually matters instead of whatever text it happened to retrieve. The product positions itself against two common substitutes. Static markdown files go stale as soon as the codebase moves, and MCP servers expose individual systems one at a time without resolving contradictions between them. Unblocked argues that volume of context is not the bottleneck; the bottleneck is knowing which source to trust, which detail is the most recent, and which fact is relevant to the ticket at hand. That ranking and conflict resolution is the core of the offering. The tool suits engineering teams already running agents such as code assistants and autonomous issue solvers, particularly organizations with sprawling toolchains where institutional knowledge is spread across chat, issue trackers, docs and infrastructure. Unblocked publishes customer stories from companies including Webflow, Rally and RB Global, alongside outcome pages focused on token savings and reduced rework, which suggests the buying case is framed around agent efficiency rather than developer experience. Adoption starts from a free sign-up in the dashboard, with a demo available for teams that want a walkthrough before connecting systems. Security documentation is published separately, which is the right move for a product that touches source code, internal conversations and production data. The tradeoff is scope: this is infrastructure for teams running agents at volume, not a general writing or productivity assistant, and the value depends heavily on how much of a team's knowledge actually lives in connected systems.

How do you use Unblocked?

  1. 1Sign up from the dashboard
    Create an account through the get started page to reach the workspace where context sources are configured. Sign-up is free at the entry point.
    Unblocked — Sign up from the dashboard
  2. 2Book a guided demo
    Teams that want a walkthrough of the context engine before connecting internal systems can schedule a demo with the team.
    Unblocked — Book a guided demo
  3. 3Review the context engine
    Read how Unblocked reasons across code, conversations, issues, docs, product and production systems, and how it resolves conflicts between sources.
    Unblocked — Review the context engine
  4. 4Check the security posture
    Walk through the security page before granting access to source code, internal conversations and production data.
    Unblocked — Check the security posture
  5. 5Track token and rework outcomes
    Use the outcome pages to set expectations for token spend and rework reduction, then compare against your own agent runs.

Pros and cons

Pros

  • Targets a real gap: agents read code well but lack the surrounding conversations, tickets and docs that explain why it existsAI
  • Explicitly addresses stale markdown and single-system MCP access by resolving conflicts and weighing recencyAI
  • Published outcome pages on token savings and rework reduction give buyers concrete evaluation criteriaAI
  • Customer stories from engineering organizations such as Webflow, Rally and RB Global show production useAI
  • Free start path in the dashboard plus a bookable demo lowers the cost of an initial lookAI

Cons

  • Value depends on how much institutional knowledge a team keeps in connectable systems; teams that work mostly out of code will see less benefitAI
  • No pricing is published on the homepage, so cost has to be established through a demo or sales conversationAI
  • Aimed squarely at engineering teams running agents, with little relevance for general content or marketing workflowsAI
  • Context quality is only as good as the underlying sources, so messy or abandoned documentation may still mislead agentsAI
  • Security details live on a separate page rather than being summarized up front, which slows review for cautious buyersAI

How much does Unblocked cost?

Free trial

A free start is offered through the dashboard get started page. No trial length or plan limits are stated on the homepage.

Learn more

Features

Unblocked builds a context layer for agentic software development. It reasons across code, conversations, issues, docs, product and production systems, then decides what to trust, weighs recency and resolves conflicts between sources. The homepage contrasts this with stale markdown files and MCP servers that expose individual systems without prioritization.

Learn more

Frequently asked questions about Unblocked

  • Does Unblocked offer a free trial?
    A free start is offered through the dashboard get started page. No trial length or plan limits are stated on the homepage.
  • How do you use Unblocked?
    The walkthrough on this page covers 5 steps: 1. Sign up from the dashboard 2. Book a guided demo 3. Review the context engine 4. Check the security posture 5. Track token and rework outcomes.
  • What platforms does Unblocked support?
    Unblocked is available on Web App.
  • What are the limitations of Unblocked?
    Value depends on how much institutional knowledge a team keeps in connectable systems; teams that work mostly out of code will see less benefit. No pricing is published on the homepage, so cost has to be established through a demo or sales conversation. Aimed squarely at engineering teams running agents, with little relevance for general content or marketing workflows.

Status

StatusActive
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Added10/21/2026

Platforms

Web App

Pricing

Freemium