Atelier faster runtime for coding agents
25% faster while cutting token costs by 30%-67%
What this is
A context-management runtime for AI coding agents that speeds up and cuts token costs for tools like Claude Code, Codex, and Cursor.
Our one-line summary — not the founder’s tagline.
- How it works
- A context runtime and cost-optimization layer for AI coding agents that manages the full context window end-to-end, instead of passive indexing or simple output compression.
- What's different
- 25% faster and 30-67% cheaper on some workloads, with 0.727 MRR code search vs the best rival's 0.557, audited on SWE-bench.
- Best for
- Users of Claude Code, Codex, Cursor, and other MCP-compatible agents.
What we measured
Nobody else publishes this — it comes from knocking on the door every day.
- Watched by us
- 17 days
- Last checked
- 3d ago
Where it shows up
Every group here is a page of its own — each one checked daily.
The numbersIs it still shipping, is it overpriced, where did it land — and what the price is built from.
League price & chart
No money. No seat. It goes on your record — and in 28 days reality settles it.
Calls are closed while we rebuild accounts. You can still read every one of them.
Dev. Launched 17d ago on Product Hunt, picking up 19 votes. Today, it's been quiet for 15 days and the price has started to bleed.
Already bleeding a little every day, and it accelerates the longer it stays quiet.
We check this site every day, ourselves. A founder can post “still working on it” — a claim like that doesn't price. What we price is what we can verify from the outside: evidence, not announcements. The real question isn't “will this be huge?” — it's “will they still be moving in four weeks?”
The market viewHow this launch is priced and ranked in our league — the investor side of the page.
ranked by the reality anchor, not the market price
It launched on Product Hunt with 19 votes.
No matter how much money goes in. There is no pump here — you can't make yourself right by buying more. The line only moves on things that actually happened: an award, revenue that grew, a new platform, code that shipped — or silence.
En eski 4 hareket bu listede yok — toplam 16 olay var. 1 quiet day in between are left out — nothing happened on them. A launch that goes quiet eases down a little at a time — never a cliff you could have run from the night before.
Daily tracking just started for this launch — the first point is on the board. A second reading lands with tomorrow's run, and the curve builds from there.
How the launch is moving on its own board, day by day — the crowd's attention.
A flat line is normal: votes stop within a day or two of launch, on every board. What's unusual — and what actually counts — is a launch that keeps pulling votes long after its day is over.
About
One shot to the right code. Atelier is a context runtime and cost-optimization layer for AI coding agents. Instead of passive indexing or simple output compression, it manages the full context window end-to-end — making it 25% faster while cutting cost by 30% (up to 67% on some workloads), audited head-to-head on SWE-bench. It also ships the strongest code search we've measured: 0.727 MRR vs the best of 10 rival tools' 0.557. Works with Claude Code, Codex, Cursor, and any MCP-compatible agent.
Where it launched
1 platform| Platform | Votes | Counts toward price | Link |
|---|---|---|---|
| Product Hunt | 19 | sets the price | ↗ |
The board it did best on sets the price. Every other board only adds to it if the launch also placed high on that board too — because just showing up somewhere isn't an achievement. Listing on twelve directories is free; placing well on them isn't.
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