AI coding assistants,
optimized

We build tools that help AI understand your code better. Less tokens, smarter context, faster results.

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Products

Context optimization tools for every AI coding assistant.

Available Now

Markdown

Context optimization for Claude Code

  • Semantic code routing
  • Automatic context injection
  • Token usage reduction
  • Works with Claude Code hooks
Learn more →
Coming Soon

Codex

Context optimization for OpenAI Codex

  • Optimized for Codex models
  • IDE integrations
  • Same great token savings
  • Join the waitlist
Coming soon
Coming Soon

Cursor

Context optimization for Cursor

  • Native Cursor integration
  • Enhanced @-mentions
  • Smart file discovery
  • Join the waitlist
Coming soon

Why Pyckle?

AI coding assistants are powerful, but they waste tokens on irrelevant context. You end up manually pointing them to the right files, or they hallucinate because they don't have enough information.

We fix that. Our tools automatically find and inject the exact code your AI assistant needs. No more "please look at file X" or hoping it remembers your codebase structure.

From the Blog

Feb 2026

The Context Window Problem

Why bigger context windows don't solve the real problem with AI coding assistants.
Feb 2026

Semantic Routing Explained

How we find the right code snippets without you having to specify files.
Jan 2026

Token Economics

The hidden cost of sending your entire codebase to the LLM.
Read all posts →

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