Proof of Usefulness Report

Granary

Analysis completed on 2/13/2026

+88
Proof of Usefulness Score
You're In Business

Granary addresses a critical and emerging pain point in agentic AI workflows: context persistence and orchestration. Built by the Speakeasy team, it leverages a robust local-first stack (Rust/SQLite) ensuring performance and privacy. While traction is currently minimal (launched Feb 2026, ~8 stars, <100 PH upvotes), the market timing is exceptional as multi-agent systems gain adoption. The project is in the 'Minimal Traction' stage but exhibits high technical quality and utility potential.

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Score Breakdown

Real World Utility+29.75
Audience Reach Impact+5
Technical Innovation+16.58
Evidence Of Traction+8.25
Market Timing Relevance+12.35
Functional Completeness+4.5
Subtotal+76.43
Usefulness Multiplierx1.15
Final Score+88

Project Details

Project URL
granary.dev/
Description
If you've run multiple AI agents on a real codebase, you know the pain: agents lose context between sessions, duplicate each other's work, or produce conflicting changes. There's no built-in way for them to coordinate. Granary is an open source CLI that fixes this with session tracking, task orchestration, concurrency-safe claiming, checkpointing, and structured handoffs between agents. Local-first, single Rust binary, works with any agent framework. Install it and run granary init.
Audience Reach
260 avg daily view for past week. 84 upvotes on ProductHunt (launched yesterday) 8 stars in 1 week on GitHub, 3 contributors.
Target Users
Software engineers who use LLM coding tools on a daily basis for complex tasks.
Technologies
Other, Rust, SQLite
Traction Evidence
https://www.producthunt.com/products/speakeasy-3?embed=true&utm_source=badge-featured&utm_medium=badge&utm_campaign=badge-granary-by-speakeasy https://github.com/speakeasy-api/granary

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline