01
Coding Agents
Cut token usage 60–90% in Cursor, Claude Code, Codex, Copilot and 30+ tools.
ExploreUse cases
What are you building?
How teams put context engineering to work. Each grounded in shipped capabilities, each ten minutes from the first measured gain.
Pick your use case.
Each path shows the specific capabilities, setup and proof points for your stack.
02
Custom Bots
Embed context engineering via the /v1 API with Python, TypeScript and Rust SDKs.
Explore03
Scrapers & Crawlers
Turn scraped pages into model-ready context: deduplicated, compressed, searchable.
Explore04
Research Agents
Persistent, citable memory: findings with provenance and ~13-token re-reads.
Explore05
Workflow Automation
95+ shell patterns, provider connectors and a full audit trail for pipelines.
Explore06
Agent Governance
PathJail, shell allowlists, secret redaction, budgets and signed audit ledger.
ExploreTake back control of your context.
Free for local use, forever. CI enforces it. One binary, 30+ AI tools, zero telemetry.