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The Blog

Build notes and product thinking.

Short updates on the product, architecture, and engineering decisions behind GitHits.

Agents (12) C++ (1) Case Study (4) CLI (1) Code Navigation (3) Context is King (2) Onboarding (1) Open Source (2) Package Intelligence (1) Product (5) Python (1) React (1) Rust (1) Talk (1) TypeScript (1) Workflow (1)

June 16, 2026

What It Actually Takes to Index Open Source

A look under the hood of GitHits, what a real open-source index requires, and why search-and-rerank depends on its source.

Product Open Source Agents Code Navigation

June 15, 2026

Case Study: Persisted TanStack Query Mutations

A measured Codex run fixing a persisted TanStack Query mutation by finding the default mutation function rule.

Case Study Agents TypeScript React
Abstract tenant routing cards connected to a source-code inspection lens and verification shield

June 14, 2026

Case Study: Pydantic AI Tool Context

A measured Codex run fixing Pydantic AI tools that ignored per-run dependencies.

Case Study Agents Python
A wireframe sphere in the GitHits brand style

June 10, 2026

Code Navigation: Give Your Agent Real Access to the Source

A new code navigation skill gives your agent search, file listing, read, and grep across a codebase, so its answers come from the actual code.

Product Agents Code Navigation
Stacked wireframe boxes in the GitHits brand style

June 10, 2026

Hermes vs OpenClaw: Compare Coding Agents by How They Actually Behave

Use GitHits in the research phase to compare coding agents by their real behavior, before you clone a repo or write code.

Workflow Agents Code Navigation
Stacked glowing layers rising in the GitHits brand style

June 10, 2026

Connect Your Agents to GitHits with a Single Command

Run one init command to detect your installed agents, configure them to use GitHits, and sign in, at the user or project level.

Product Onboarding Agents
A wireframe brain in the GitHits brand style

June 10, 2026

Package Intelligence: Vet a Dependency Before You Adopt It

A new package skill gives your agent license, dependency, vulnerability, changelog, and upgrade-review data before you add a dependency.

Product Agents Package Intelligence
A duck in flight rendered in the GitHits brand style, evoking DuckDB

June 3, 2026

Case Study: DuckDB Table Function API Migration

A measured Codex run fixing a DuckDB v1.3.2 table-function migration with version-specific source evidence.

Case Study Agents C++
Wireframe database tables with a checkmark, in the GitHits brand style

June 3, 2026

Case Study: SQLx 0.9 QueryBuilder Migration

A measured Codex run migrating dynamic SQL to SQLx 0.9 while preserving bound user input.

Case Study Agents Rust
Running npx githits@latest init in the terminal

May 7, 2026

GitHits CLI Launch: 14 Tools for Agentic Code Search & Package Navigation

GitHits CLI is here. Install in one command and give agents 14 tools for code search, package inspection, documentation, and grounded open-source examples.

Product CLI Agents
Context is King title card over a desert landscape, in the GitHits brand style

May 5, 2026

Context is King #4: Source-Grounded Context for Coding Agents

Nathan Burg on source-grounded context for coding agents, and why real data matters when building AI workflows developers can actually trust.

Context is King Talk Agents
Context is King title card over a blue glass-panel background, in the GitHits brand style

April 23, 2026

Context is King #3: Open-Source Code as Context for Coding Agents

Olli-Pekka Heinisuo on how open-source code becomes useful context for coding agents, from generic answers to grounded examples from real repos.

Context is King Open Source Agents
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