52Priority score
Sources: Hacker NewsSignals: comments 3 · points 9
GitHub: https://github.com/sshah03/perspica
Discovered: 2026-10-01
What it is
What it does
Perspica helps users navigate through large AI coded PRs by providing semantic groupings of changes made.
Problem
It addresses the challenge of reviewing complex pull requests on Github.
Who pays
Developers and teams using AI tools for coding.
Weaknesses
The manual tree-sitter parsed analysis is deliberately conservative for now.
What could be built instead
Opportunity
Spend more time on manual parsing to avoid LLM analysis if users prefer that.
Vertical niche
Yes, it can serve as a vertical SaaS for software development teams.
MVP
A basic tool that groups PR changes semantically.
Differentiation
It offers both LLM-based and mechanical groupings of changes.
AI opportunity
AI provides true semantic groupings of changes, enhancing the review process.
Score breakdown
Інструмент пріоритизації черги на ручну перевірку, НЕ прогноз прибутку.
Demand+4HN 9 балів, +0★/добу, джерел 1
Monetization+18pricing знайдено:
Competition+8невідомо
Niche+12Yes, it can serve as a vertical SaaS for software development teams.
BuildDifficulty+10A basic tool that groups PR changes semantically.
AI/Automation+8AI provides true semantic groupings of changes, enhancing the review process.
TrendPenalty-8138 схожих за 14 днів — натовп
Evidence
I started using this a little over half a year ago to help me navigate through some large AI coded PRs people were submitting.
it relies on an LLM run to get true semantic groupings of what changes were done, and why
you can use it for other peoples PRs, or for your own when you've relied heavily on Claude Code or Codex for that particular PR.