Paritok
Spend up to 85% less and run 3× longer coding agent sessions
Details
- External ID
- 1201242
- Source
- PH
- Company
- —
- Product
- Paritok
- Website domain
- producthunt.com
- Launched
- Aug. 10, 2026
- Cohort
- —
- Upvotes
- 256
- Upvotes percentile
- 0.5084269662921348
- Tags
- Open Source, Developer Tools, Artificial Intelligence
- Fetched at
- Sept. 7, 2026, 1:22 a.m.
- Updated at
- Sept. 7, 2026, 1:22 a.m.
Description
Paritok compresses the tools, files, and history your coding agent sends. Save up to 85% on your token bill and run 3× longer sessions. Two commands, nothing lost, fully local.
Enrichment
- Theme
- Claude integrations and coding agents
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- cost reduction for ai coding agents
- Manually corrected
- False
Could you build this?
Partial Building a local reverse proxy that rewrites LLM JSON payloads is simple, but achieving lossless 85% compression with a custom 4B model and tool-schema stubbing requires ML training and prompt-caching expertise.
What it would actually take: The architecture involves a local HTTP proxy (written in Go or Rust) that intercepts Anthropic/OpenAI API calls, maintaining session state to prune redundant tool definitions and summarize aged dialogue history. The critical component is training or fine-tuning a small, high-throughput 4B language model to compress code files and tool outputs into minimal representations while preserving semantic identifiers. This requires dedicated dataset preparation, token-level evaluation benchmarks, and local inference optimization (e.g., llama.cpp/ONNX).
Competitors
Other products that read as similar to this one — 54 launches clear the similarity bar, closest 8 shown.
Attention rank: #28 of 55 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 180 days after the earliest competitor.
- Overfitted a 900KB Transformer to Compress a 100MB CSV into 7MB · hn · 2026-06-23 · 112 upvotes · similarity 0.43
- Edgee Claude Code Compressor V2 · ph · 2026-07-06 · 179 upvotes · similarity 0.42
- Edgee Codex Compressor · ph · 2026-04-12 · 166 upvotes · similarity 0.38
- Caveman · ph · 2026-08-13 · 160 upvotes · similarity 0.38
- Edgee Codex Compressor V2 · ph · 2026-09-18 · 90 upvotes · similarity 0.38
- Context Mode · hn · 2026-02-25 · 84 upvotes · similarity 0.38
- Agentmemory · ph · 2026-05-16 · 322 upvotes · similarity 0.37
- Cost.dev (YC W21) · hn · 2026-06-04 · 48 upvotes · similarity 0.37
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.