ChorusGraph
Native agent runtime with semantic cache one pip install
What this is
An open-source Python agent runtime, installed with one pip command, with a local cache that skips repeat LLM calls — pitched as a lighter alternative to LangGraph for developers.
Our one-line summary — not the founder’s tagline.
- How it works
- An open-source agent graph runtime with a BSP scheduler and a local semantic cache that skips redundant LLM calls when a similar routing request already happened, installed with a single pip command.
- What's different
- Positioned as a lighter, non-wrapper alternative to LangGraph, with a local cache to cut LLM call costs.
- Pricing
- Open source (Apache-2.0).
- Best for
- Developers building LLM agent pipelines who want to reduce redundant model calls.
What we measured
Nobody else publishes this — it comes from knocking on the door every day.
- Watched by us
- 17 days
- Last checked
- 10d 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.
AI. Launched 17d ago on Product Hunt, picking up 7 votes. Today, the site itself changed 11d ago — evidence it's still shipping, not just announcing.
Quiet for 6 days — no penalty yet, but quiet doesn't stay free.
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 7 votes. It also showed up on 2 other boards — but didn't place well enough on any of them, so none of them add to the price. Listing on twelve directories is free; placing well on them isn't.
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 2 hareket bu listede yok — toplam 14 olay var. 3 quiet days 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.
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
ChorusGraph is a native agent graph runtime (Apache-2.0) — BSP scheduler plus a local semantic cache that skips redundant LLM calls when similar routing already happened. One pip install; not a LangGraph wrapper. this is an alternative with amazing benefits over LangGraph! https://insightitsgit.github.io/ChorusGraph/benchmarks.html see the numbers and never use langgraph to save your llm cost. https://insightitsgit.github.io/ChorusGraph/
Where it launched
3 platforms| Platform | Votes | Counts toward price | Link |
|---|---|---|---|
| Product Huntstrongest | 7 | sets the price | ↗ |
| Product Hunt | 5 | no | ↗ |
| Product Hunt | 5 | no | ↗ |
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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