Codag: Compression and control for agent tools
Optimize agent costs without changing how developers work.
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YC · launched Aug 16, 2026 · 6 upvotes (top 87%) · 0 views
Niche: llm optimization tools · 127 launches, 10 in the last 7 days ▲ +100% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- Developer Tools
Visit website ↗ Source listing ↗
More like this: all 127 launches in llm optimization tools →
Could you build this?
Partial Building a proxy to intercept and trim LLM tool payloads is straightforward, but lossless, semantically aware compression that preserves agent reasoning requires specialized NLP research.
What it would actually take: The architecture is a streaming HTTP/WebSocket proxy that intercepts MCP (Model Context Protocol) tool calls, bash outputs, and compiler logs. The difficult part involves context-aware semantic compression: using specialized smaller models or syntactic AST/log filters to strip redundant tokens without degrading agent comprehension or task completion rates. This requires benchmarking against standard agent suites (SWE-bench) and expertise in semantic parsing and prompt compression techniques.
Competitors
Other products that read as similar to this one : 3786 launches clear the similarity bar, closest 8 shown.
Attention rank: #3201 of 3787 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 291 days after the earliest competitor.
- agent-scaffold · github · 2026-10-20 · 11 upvotes · similarity 0.74
- Halv · hn · 2026-10-22 · 6 upvotes · similarity 0.72
- Jcode: High-performance coding agents · yc · 2026-08-10 · 35 upvotes · similarity 0.68
- ctx · hn · 2026-04-03 · 53 upvotes · similarity 0.67
- jouet · github · 2026-10-30 · 17 upvotes · similarity 0.66
- codeden · github · 2026-11-07 · 11 upvotes · similarity 0.66
- agent-launcher · github · 2026-10-09 · 10 upvotes · similarity 0.65
- AgentGarten · github · 2026-10-08 · 170 upvotes · similarity 0.65
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