The Unblocked Blog

The next era of Unblocked: context for agents

The Unblocked MCP is now generally available, along with a CLI, and cookbook of recipes for common use cases, making Unblocked as powerful for agents as it's always been for engineers.

The Unblocked Blog

The next era of Unblocked: context for agents

All Posts

How the Unblocked Context Engine earned a 92 NPS score from Codat engineers

MCP Tool Overload: A Measured Guide to Context-Window Bloat

Unblocked vs Glean vs Augment: Which Is Right for Your Engineering Team?

The 42,000-Token Problem With the GitHub MCP Server (and 4 Fixes)

The Context Layer: What It Is and Why Every AI Agent Needs One

Why Your AI Coding Agent Keeps Forgetting Your Codebase

Where Your MCP Token Budget Actually Goes: A 2026 Autopsy

Why Claude Code Keeps Reinventing Your Team's Rejected Approaches

Claude Code Context Rot: Why Accuracy Drops at 200K Tokens

Three Hard Lessons from Building Context at Scale

Unblocked now offers Datadog and Sentry integrations

The AI Coding Tool ROI Reckoning: When Finance Starts Reconciling Spend with Output

Code Plus MCP Isn't a Context Engine: What a Real Reasoning Layer Actually Ingests

Building a Context Engine on Top of MCP: What's Possible and What's Missing

The next era of Unblocked: context for agents

The 8 Levels of Agentic Engineering: An AI Maturity Model for Engineering Teams

Context Engine vs Search Layer vs Orchestration Layer: The Real Split

The 5 Criteria That Define a Context Engine (And Which Tools Meet Them)

Same Prompt, Same Model, Different Context: A Controlled Test

How to Implement Context Engineering for AI Coding Agents

Context Engine vs Knowledge Graph: When You Need Understanding, Not Just Data

OSS Repo Rules Agent: give your coding agent a memory of your team's rules

How a Context Engine Actually Works: An Architecture Deep Dive

How to Evaluate a Context Engine: The Buyer's Checklist

Unblocked vs Glean: The Context Engine for Engineering Teams

When to Use MCP vs CLI for AI Agent Tools (2026 Decision Guide)

Unblocked vs Sourcegraph Cody: Code Context for Enterprises

Three Myths About Context for AI Agents (And What Actually Works)

Context Engineering: The Complete Guide for Engineering Leaders

Context Engineering vs RAG: When to Use Which Approach

ServiceNow vs Tabnine vs Unblocked: Enterprise Context Engines Compared

What Is a Context Engine? A Complete Guide for Engineering Teams

Context Engine vs Enterprise Search: Glean, Elasticsearch, and the Limits of Search

The AI Agent Doom Loop: Why Your Agent Keeps Making the Same Mistake

Satisfaction of Search: Why AI Agents Stop Before Finding the Right Answer

OSS Social Graph Builder: map how your engineering team actually collaborates

Your Agents Aren't in 50 First Dates. They're in Memento.

You Are the Context Engine (And That Doesn't Scale)

Context Engineering vs Prompt Engineering: What's the Difference?

Decision-Grade Context: Why Retrieval Isn't Enough for AI Agents

Why MCP Servers Alone Aren't Enough for Enterprise Context

Stop Babysitting Your Agents: How to Get Mergeable Code on the First Run

What Is Context Engineering? Definition, Principles, and Why It Matters

Context Engine vs RAG: Why Retrieval Alone Isn't Enough

A context layer is not a context engine

As questions get more complex, Unblocked expands to meet them

REPL is dead, long live REPL

New analytics: see how your team is using Unblocked

The Context Problem Moved From People to Agents

Finally, everyone is talking about context

Unblocked vs Greptile: Best code review tool comparison for your team (February 2026)

What your coding agent can't see

Building AI Code Review: A Conversation with Richie

Building context into everything: A conversation with Dennis, CEO

Ceding control: The future of UX Design in the age of agents

The history & evolution of devtools from researchers in applied AI

What happens when you put three AI tool builders in a room together

Why MCP isn't enough: Enhancing agent capabilities with a context engine

How RB Global Cut a Six-Month Platform Transition Down to Three

Building AI Code Review with context as a first-class system

How a Context Engine Helped Compare the Market Scale

Calculating ROI on Unblocked

Context Engineering: Why LLM’s need more than prompts and MCP servers

I thought transparency would help teams learn faster...I was wrong

“Fake it till you make it” does not work for Developer Tools

Introducing Audit Logs

Attaching Files to Your Questions

Introducing the Unblocked Answers API for Custom Workflows

Introducing Unblocked MCP Server (Beta)

New in Unblocked: Data Source Presets, Automated CI Triage, Public API & More

Introducing PR Failure Agent

Get Answers From Your Asana Projects

New in Unblocked: PR Failure Agent, Unblocked MCP Server (beta) & Asana Integration

Fetch: “Unblocked transformed our internal support model.”

Fingerprint: “Unblocked is our single source of truth for code knowledge.”

AppDirect: “Unblocked has been a game-changer for efficiency and focus.”

Big Cartel: “Unblocked is like having a smart colleague available 24/7.”

Building context into everything: A conversation with Dennis, CEO

Stop feeding context.
Start shipping code.