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Codebase intelligence, explained

Guides on auto-generated documentation, MCP tools for AI agents, git intelligence, and how repowise compares to other tools.

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guides10 min read

Keeping Documentation Fresh: Why Stale Docs Are Worse Than No Docs

In the world of software engineering, there is a pervasive myth that some documentation is always better than no documentation. We treat the README, the inte...

2026-04-01Read →
guides9 min read

repowise init: One Command to Index Your Entire Codebase

Every software engineer has experienced the 'Day Zero' friction of a new project: cloning a massive repository, staring at a directory structure with 2,000 f...

2026-04-01Read →
mcp8 min read

Ten MCP Tools That Make AI Agents Actually Useful for Code

The current state of AI-assisted engineering feels like a paradox. We have Large Language Models (LLMs) with massive context windows, some spanning millions o...

2026-04-01Read →
mcp11 min read

Give Your AI Agent Codebase Context Without Stuffing the Prompt

The engineering community is currently caught in a 'context arms race.' As LLM providers announce increasingly massive context windows, moving from 32k to 200...

2026-04-01Read →
mcp8 min read

How to Set Up an MCP Server for Claude Code, Cursor, and Cline

The fundamental bottleneck in AI-assisted engineering isn't the model's reasoning capability; it’s the context window. Even with million-token windows, stuff...

2026-04-01Read →
mcp11 min read

What Is MCP (Model Context Protocol) and Why Your Codebase Needs a Server

We’ve all been there: staring at a 200,000-line repository, trying to explain the intricate dance of a distributed state machine to an LLM. You copy-paste th...

2026-04-01Read →
engineering10 min read

Architectural Decision Records: Capture Why Your Code Is the Way It Is

Every seasoned engineer has experienced the 'archaeology phase' of a project. You’re looking at a specific abstraction, perhaps a custom implementation of a m...

2026-04-01Read →
engineering10 min read

Building a Dependency Graph for Any Codebase (Python, TS, Go, Rust, Java)

Every software engineer has experienced the 'wall of code' phenomenon. You join a new project, clone the repository, and find yourself staring at 100,000 lin...

2026-04-01Read →
engineering9 min read

How We Built repowise: Architecture of a Codebase Intelligence Platform

Most software engineers spend upwards of 70% of their time reading code rather than writing it. Yet, the tools we use to navigate these complex systems have ...

2026-04-01Read →
engineering9 min read

Self-Hosting a Codebase Intelligence Platform with Docker

As engineering teams scale, the primary bottleneck isn't usually writing code, it's understanding it. Between technical debt, architectural drift, and the 'bu...

2026-04-01Read →
engineering10 min read

Semantic Search Over Your Codebase: LanceDB + pgvector in Practice

Every developer has experienced the 'grep fatigue.' You’re navigating a 100k+ LOC codebase, trying to find where a specific business logic, say, the grace per...

2026-04-01Read →
use-cases9 min read

The Engineering Manager's Guide to Codebase Visibility

Most engineering managers operate in a state of perpetual information asymmetry. While you have high-resolution data on sprint velocity, ticket throughput, a...

2026-04-01Read →