Opaline

Team-wide, message-level analytics for Claude Code and Codex

5.0•1 review•

385 followers

Team-wide, message-level analytics for Claude Code and Codex

5.0•1 review•

385 followers

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Pull back the curtain on your team's claude code and codex sessions. Track token cost, time, and skill usage for every single message across your team’s sessions. Catch every “You’re absolutely right” from Claude and every “I know, you fucking idiot” from a frustrated teammate.

This is the 3rd launch from Opaline. View more

Opaline

Launching today

PostHog for team Claude Code and Codex sessions.

Team-wide, message-level analytics for Claude Code and Codex sessions. Track token cost, time, and skill usage for every single message across your team’s sessions. Catch every “You’re absolutely right” from Claude and every “I know, you f*cking idiot” from a frustrated teammate.

Free Options

Launch tags:Analytics•Developer Tools•Artificial Intelligence

Launch Team

Framer AI AgentsDesign and publish professional sites with AI

Promoted

Opaline

Maker

📌

hi product hunt! evren here, builder of opaline.

we’re building team-wide, message-level analytics for your claude code and codex sessions:
a way to pull back the curtain on how your team actually codes with agents.

why? the tools people reach for today, like ccusage or /insights inside claude code, are single-user, single-model, and pretty shallow. they’ll tell you how many tokens you burned and what it cost, maybe a high-level insight or two. that’s fine for a solo dev. but real teams rack up thousands of sessions across dozens of repos and models, and right now there’s just no good way to see any of it together.

we want to change that. understanding how your team works with coding agents should be effortless.
like you’d never run a website without analytics... it's obvious that you need them for your agentic coding sessions too.

what’s our backstory? we first built opaline for our own team at obsessiondb (yc f26) as a little side project called “rudel,” and now i’m here to give it a proper life. we were all deep in cc and codex every day, but nobody could see how anyone else was working.

when someone struggled with a skill, it stayed on their machine.
when someone got stuck, it stayed on their machine.
when claude told "you're absolutely right!" for the third time it stayed on their machine.

(if the machine wasn't punched into already)

the usage dashboards out there only showed us our own numbers, and none of them kept the history we needed to actually learn over time.

so we built the thing we wished existed: a shared place to see, replay, and learn from our sessions.

how is your team using coding agents today? what can’t you see that you wish you could?

would love to hear from you.

best,
evren

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2d ago

I build analytics myself and the setup looks really smooth. One question: How do you handle model updates? A lot of these numbers probably change with every new model, so comparing this month to last month might just show the new model instead of the team getting better. Is it possible to split the metrics by model version?

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4h ago

Opaline

Maker

@qwend thanks a lot! it exactly reflects the pricing you have had at the exact time as sometimes model prices themselves get updated. and you can split by model versions in your dashboard in the bottom right

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3h ago

Demand Sage for HubSpot

I would love to learn how many of our sessions are actually producing something good, something actually valuable. What are some ideas for measuring this?

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7h ago

Opaline

Maker

@escobarjose it's definitely easier to track agent runs that went wrong. we're still exploring what we could do. one thing we've done already is tracking positive replies by the user and another idea we're working on is correlating green merged PRs

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7h ago

Curious how you handle sensitive stuff in the sessions though Coding sessions can have a lot of things you probably don’t want sitting in a team dashboard.

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6h ago

Opaline

Maker

@sheikh_umair1 great point, we're filtering known secrets for everyone and for teams with high security standards we offer on-prem / self-hosted deployments where all the data stay in your cloud. and you can choose what to upload so you don't upload your personal sessions to the team dashboard.

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6h ago

I could see this being handy for teams trying to figure out where they’re actually spending time with Claude/Codex.

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6h ago

Opaline

Maker

@sukumar_sukumar1 yes, changes like every 4 weeks haha. and just changed yesterday with opus 5.5 vs sol 6

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6h ago

So the goal of this is for the team to get better over time by learning exactly how they message and the results of it? Pretty cool

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7h ago

Opaline

Maker

@lucas_duys yes sir! 🫡

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7h ago

Ordinary People Prompts

Great stuff, even though I fear I'll need to change the way I talk to my agents if this is exposed haha

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7h ago

Opaline

Maker

@wherelambo the more you swear when you're pissed off the more data you have to steer your agents ;)

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7h ago

1 2

Previous Opaline Launches

Claude Code & Codex Usage Trading Cards by RudelGet your trading card based on your CC & codex usage

Launched on May 4th, 2026

RudelClaude Code & Codex session analytics for dev teams

Launched on April 9th, 2026

hi product hunt! evren here, builder of opaline.

we’re building team-wide, message-level analytics for your claude code and codex sessions:
a way to pull back the curtain on how your team actually codes with agents.

the usage dashboards out there only showed us our own numbers, and none of them kept the history we needed to actually learn over time.

so we built the thing we wished existed: a shared place to see, replay, and learn from our sessions.

how is your team using coding agents today? what can’t you see that you wish you could?

would love to hear from you.

best,
evren

Opaline

Team-wide, message-level analytics for Claude Code and Codex

Team-wide, message-level analytics for Claude Code and Codex

Opaline

Previous Opaline Launches

Previous Opaline Launches

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