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Opaline
Team-wide, message-level analytics for Claude Code and Codex coding agents.
MIT OSSSupports Claude Code + Codexnpx opaline@latestMessage-level analyticsTeam-wide visibility
Opportunity score
60/100
A timely but early developer-tools wedge with real pain and rising demand, tempered by unproven monetization and platform-native competition.
Founder verdict
MAYBE
A timely and well-positioned developer tool with an open-source wedge, but direct durability is uncertain until platform-native rivals appear.
What is Opaline?
Opaline is an early-stage developer analytics tool focused on making coding agent sessions visible at the team level. The site signals an open-source MIT install path via npx opaline@latest, support for Claude Code and Codex, and a promise to turn individual coding struggles into team learning. Revenue, growth, customer count, and stage are not publicly disclosed from the provided content. The core wedge is timely: engineering organizations adopting AI coding agents need to understand failures, rework, prompt quality, and potentially security exposure. The main risks are platform-native analytics from Anthropic and OpenAI, privacy concerns around recording coding sessions, and an unproven monetization model.
Get the full Opaline playbook
The complete reverse-engineering — what to copy, what to avoid, and exactly what to build instead.
- Full opportunity score across 8 dimensions
- The real problem & why customers pay
- Why it's winning — with evidence
- Complete business reverse-engineering
- Competitive advantages & moat analysis
- Weaknesses, risks & what to avoid
- Clone strategy — what to build instead
- Week-by-week MVP roadmap
- Recommended technical stack
- Founder verdict & highest-leverage move