$ cutoken team --list

THE TEAM

Mohammad Yawar

Mohammad Yawar

Founder & Lead Developer

Founder of CuToken. Built the multi-pass optimization pipeline, the grammar guards, and the infrastructure it all runs on. Works low in the stack — C23 memory allocators, Linux kernel tuning, DevOps pipelines — and brings that same systems-level discipline to CuToken's deterministic, self-hosted architecture. A Linux Mint / Cinnamon advocate and FOSS contributor who mentors junior developers on memory debugging and CI/CD.

C23 / POSIX Linux Mint Docker & K8s CI/CD FOSS Advocate
Asad Abdullah

Asad Abdullah

Team Member — Frontend & Marketing

A prominent member of the CuToken team, working across the frontend and handling marketing. Developer, educator, and founder of PrepNex, PYQ Junction, and Learn With Asad in his own right, and author of The Ultimate Python Playbook. Started building in Class 6 with a summer electronics project and has since picked up an SOF IMO gold medal, an Avishkaar Robotics championship, and an IIT Bombay Techfest finals spot along the way.

Python Full-Stack PHP Ed-Tech Author

OUR MISSION

Yawar started CuToken while building LLM-powered products and watching token bills climb as prompts grew increasingly verbose. Every "please note that" and "I would like to" was costing real money and eating context windows.

Existing solutions were either cloud APIs with per-token pricing, opaque SaaS platforms, or academic research code that couldn't handle production edge cases (dangling prepositions, grammar breaks, semantic meaning loss).

So we built what we needed: a local, deterministic, auditable optimizer that runs in your infrastructure, gives you a full changelog, and never sends your data anywhere.

0 EXTERNAL CALLS
0 COOKIES/TRACKING
100% OPEN SOURCE
MIT LICENSE
$ cutoken values --list

CORE VALUES

LOCAL

Local-First

Runs entirely in your PHP environment. No API keys, no network calls, no data leaves your server. Works offline, in air-gapped environments, behind strict firewalls.

AUDIT

Full Auditability

Every change logged with type, detail, and risk weight. You see exactly what was removed, why, and the confidence score. No black box.

SAFE

Grammar-Gated

Real structural validation: no dangling prepositions, no doubled determiners, no modal-verb-breaks, balanced quotes/parens. If it breaks grammar, the change is reverted.

FAST

Deterministic Speed

No ML inference, no GPU, no cold starts. Pure PHP string operations and regex. Sub-100ms typical. Predictable latency for production SLAs.

FREE

Zero Cost

MIT licensed. No seats, no tiers, no usage limits. Use it, modify it, embed it in commercial products. We make money by saving you money, not by charging for the tool.

HONEST

No Magic Claims

We document limitations: can't catch zero-vocabulary paraphrase, no embeddings, no external knowledge. If a pattern isn't in our maps, we don't guess—we preserve.

$ cutoken stack --show

TECHNOLOGY STACK

RUNTIME

  • PHP 8.1+
  • PSR-4 autoloading
  • Built-in web server (dev)
  • nginx + PHP-FPM (prod)

CORE

  • Custom tokenizer (cl100k/o200k approx)
  • 3-pass optimization pipeline
  • PCRE regex engine
  • Unicode normalization (intl)

DATA

  • 50+ phrase compressions
  • 200+ synonym mappings
  • Filler / hedge / discourse-marker lists
  • 18 output templates

TEAM

  • Mohammad Yawar — Founder & Lead Dev
  • Asad Abdullah — Frontend & Marketing
  • Zero external deps
  • Built and maintained independently

CONTRIBUTE

Found a phrase we missed? Grammar edge case? Want a new template? PRs welcome.