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[Tejas Chopra @chopra_tejas]

Headroom has crossed 2.1k #github stars in 3 months.

https://t.co/jQ48cETY8v

#token compression is a real opportunity for enterprises, and Headroom, is the only oss platform that has its own model for compression (along with #rtk, #serenamcp #leanctx installed)

In 3 months:
- 35 contributors
- 1200+ PRs
- 250B+ tokens ‘saved’
- 1M$ worth of savings at current token prices
- Already being migrated to #Rust
- use cases in Voice and Image!

@AnthropicAI @GeminiApp @cursor_ai @OpenAI @claudeai

[Tejas Chopra @chopra_tejas]

Based on what I see -

1. Claude code still wins on complex deep understanding, a holistic picture of the idea — this includes web search, research etc.

2. Codex is super fast AND super tactical - simple fixes - simple code generated

Headroom works with both and speeds them up even more!

Try it out: https://t.co/jQ48cETY8v

@OpenAI @claudeai @claude_code @AnthropicAI @bcherny

[Tejas Chopra @chopra_tejas]

Layoff news on one end
Multi-million dollar payouts on the other end.
Billion-dollar rounds + IPOs.

Two major wars happening in the world.

All of this is happening in the same hour of the day.

[Garm.com @garmdotcom]

What an epic first month of running in production :-)

[Tejas Chopra @chopra_tejas]

A good signal if your project starts showing up as the first response on #chatgpt

#Headroom #TokenCompression #FOSS #Private

https://t.co/bPXahj1968

[Tejas Chopra @chopra_tejas]

At 19:00 hours UTC today, #Headroom saved 1.2B tokens IN AN HOUR!

Last week, we had our first day with 1B token savings, we're now saving that much in an HOUR!

We've also crossed 25B tokens in the last 10 days overall - and at current token prices, that translates to 113k worth of savings.

If you still need more out of your #codex and #claudecode subscriptions, try out - https://t.co/jQ48cETY8v

- open source
- runs on your laptop
- works with all coding agents
- works with LangChain, Agno, AWS Strands

[Ensol AI @EnsolAI]

@anothercohen Will vouch for headroom (https://t.co/5YEdv8mDmL)

[Tejas Chopra @chopra_tejas]

Using #openclaw and running out of tokens on Claude? Spending a lot of money (and TIME!) on your workflows

#Headroom now supports #OpenClaw

- Open source
- Tokens saved > 50%
- Faster inference
- Local & private

https://t.co/gp8kRomoAf

[Tejas Chopra @chopra_tejas]

Just a general session with #headroom

https://t.co/jQ48cETY8v

If you're worried about #token costs with #claudecode, #codex, #cursor, try this open source too.

Note: overhead of 512ms includes a 1 time initial overhead of getting `kompress` model from HuggingFace ;-)

@cursor_ai @claudeai @GeminiApp @OpenAI

[Tejas Chopra @chopra_tejas]

Released Kompress-Base, and Kompress-Small https://t.co/FtXcwLyLeR

An alternative to #LLMLingua for token compression - for #unstructured data!

Open source :-) and a part of #Headroom (https://t.co/gp8kRomoAf)

Check out the results of running these on workloads!

[Tejas Chopra @chopra_tejas]

Just started a Discord for #Headroom (https://t.co/jQ48cETY8v)

If you are looking at #tokenspend, and #context efficiencies - and want to try it out - join this discord channel - https://t.co/CbC81kS2G7

This will be the best thing you can use for your @claudeai, @antigravity, and @OpenAI coding sessions!

Upto 80% savings, inference speedup, and higher accuracy - all for free!

Bookmark this!

[Ensol AI @EnsolAI]

@chopra_tejas @claudeai @antigravity Headroom is actively being used in https://t.co/ogT9PLGNhQ

[Ensol AI @EnsolAI]

@chopra_tejas @claudeai @OpenAI @antigravity Prefix caching can help sub agents as well - with per model caches maintained by Claude..

[Tejas Chopra @chopra_tejas]

Headroom does end up saving a bunch of tokens.

Using @claudeai , @OpenAI 's codex, @cursor_ai @zeddotdev @windsurf @antigravity ?

You won't regret having this :)

https://t.co/gp8kRomoAf

[Tejas Chopra @chopra_tejas]

Willing to pay for a service that can:

- Given an amount tell me exact property to purchase - with out without loans at current rate
- should be rentable, consistent income flow, good neighborhood, upcoming developments around
- should be a simple Go / No Go
- should optionally manage the property at 8% per month
- i am willing to take a lesser rent - as long as i have guaranteed rent.

I am tired of trying the websites and exploring - I need it done for me!

Anyone? Anywhere?

[Tejas Chopra @chopra_tejas]

Introducing Vitals: Codebase health scoring for Claude Code.

41% of code is now AI-generated. Refactoring has collapsed to under 10% of changes. Your codebase is accumulating debt faster than ever, and no tool tells you where it hurts most.

Vitals finds the files most likely to cause your next outage, ranked by ROI, not just complexity.

→ Churn × complexity × centrality = hotspots
→ Claude reads the worst files and diagnoses root causes
→ Silently tracks AI-generated edits over time
→ Zero dependencies. Just Python + git.

Not a linter. Not static analysis. So many other code health tools, but none check the vitals.

/vitals:scan — one command, instant diagnosis.

https://t.co/0jAAe98PhR

What's next?
→ how the vitals evolve with time
→ decay prediction!

@claudeai @bcherny

[Tejas Chopra @chopra_tejas]

So many #token #compressors out there, and you need to use specific models they provide.

For most people, running it locally, seeing results directly, and doing it for free is crucial.

This is where Headroom fits in. If you use @claudeai, @GeminiApp, @cursor_ai, @OpenAI's Codex, @windsurf, or @zeddotdev—

You want instant cost savings, faster responses, no accuracy loss, and dead-simple DevEx.

Headroom is positioned as a Context Optimization Platform, not just a token compressor. Our vision is that the value per unit of context should be the highest! That is how AI becomes #sustainable

[Tejas Chopra @chopra_tejas]

Why hasnt anyone built the GTM engine for OSS projects!!

Can do with one for Headroom!

[Tejas Chopra @chopra_tejas]

If anyone is interested in being a peer reviewer for an AI agents conference, please reach out to me - the conference is - https://t.co/xmeB3HW78m

It is an ACM Conference on AI and Agents, alongside the AI Engineer’s Fair

You can DM me or email: [email protected]

[Garm.com @garmdotcom]

I'm running out of Claude tokens 50% less thanks to Headroom