Hunch is a B2B product built for software developers using AI code assistants.

What platforms does Hunch run on?

Hunch runs on the command line.

Is Hunch still maintained?

The GitHub repository shows 205 commits in the last 90 days.

What are alternatives to Hunch?

Similar projects tracked by PulseGate include Tangled, AITerm, and CKB.

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Hunch

Name: Hunch
Author: Hunch

vercel.appInfrastructure

Hunch is a CLI tool that enforces architectural conformance in codebases, providing a persistent reasoning graph over code changes. It integrates with MCP assistants and works offline, helping developers maintain code quality in AI-driven workflows.

PaidApache-2.0CLI

Visit vercel.app

1star

5features

2026since

Overview

5 features

Hunch is a Developer Tools project. It focuses on ensuring codebase architectural rules are enforced and understood in AI-assisted development workflows. It is built as a B2B product for software developers using AI code assistants. Hunch is paid. Hunch is available on the command line.

Behind Hunch is Hunch, and it first shipped in 2026. The project is developed in the open on GitHub with 205 commits in the last 90 days. Among its 5 catalogued features are reasoning graph, architecture enforcement, and git integration. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

Reasoning graph
Architecture enforcement
Git integration
Offline mode
MCP support

Built with & integrations

Hosting

Vercel

AI providers

anthropic

Connectors

MCP

Runs on

CLI

Detected from

Vercel: x-vercel-id header · x-vercel-cache header

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSGitHub · ★ 1Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed30 Jun · 21:48 UTC
We measured whether AI obeys architecture rules. Even Opus ignored them 60% verified against its public source
Source: PulseGate · Open

Frequently asked questions about Hunch

What is Hunch?: Hunch focuses on ensuring codebase architectural rules are enforced and understood in AI-assisted development workflows. It is catalogued under Developer Tools on PulseGate.
Who is Hunch for?: Hunch is a B2B product built for software developers using AI code assistants.
Is Hunch free?: No — Hunch is paid.
What platforms does Hunch run on?: Hunch runs on the command line.
Is Hunch still maintained?: The GitHub repository shows 205 commits in the last 90 days.
What are alternatives to Hunch?: Similar projects tracked by PulseGate include Tangled, AITerm, and CKB.Tangled AITerm CKB
Who develops Hunch?: Hunch is developed by Hunch.
How long has Hunch been around?: Hunch first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 1
License: Apache-2.0
First seen: 30 Jun 2026
Built for: software developers using AI code assistants
Model: B2B
Solves: Ensuring codebase architectural rules are enforced and understood in AI-assisted development workflows.

Registered as

GitHub: davesheffer/hunch

Developer

Solo developer

GitHub

Open source

View on GitHub

Stars: 1
Forks: 0
Open issues: 1
Last commit: 27 Jun 2026
Commits 90d: 205
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v0.38.3 · 27 Jun 2026

Index record

Identity confidence: High · 94.4
Indexed: 30 Jun 2026
Lifecycle: Alive
First seen: Jun 2026
Last seen: 30 Jun 2026

Identity audit (12)

Slug: we-measured-whether-ai-obeys-architecture-rules-even-opus-i-vercel-app
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 30 Jun 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Derived from the project's own page and URL.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model, checked against the page's own declaration.
Canonical URL: https://hunch-pi.vercel.app/

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