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62 lines
2.7 KiB
Markdown
62 lines
2.7 KiB
Markdown
# LeanCTX — Ecosystem Overview
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> Product vision: [`VISION.md`](VISION.md)
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Software ate the world. Agents are eating software. And every agent is exactly
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as good as the context it is given — context decides what an agent knows, what
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it may do, and what it provably did. Today that context is unmanaged: untyped
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markdown, copy-pasted prompts, vendor-locked memory, zero provenance.
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**LeanCTX makes context infrastructure**: efficient, verifiable, portable,
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organizational — managed with the same rigor as code.
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## One product, three pillars
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| Pillar | What it does | Who it serves |
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|--------|-------------|---------------|
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| **Engine** | Active token reduction — compression, MCP tools, agent hooks, local dashboard | Individual developers |
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| **Gateway** | Org-wide LLM proxy — usage tracking, budget enforcement, FinOps, compliance | Companies, Ops, FinOps, CISOs |
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| **Cloud** | Hosted services — accounts, sync, team provisioning, billing, registry | Teams, Pro users, managed enterprise |
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All three pillars ship in **one binary** (`lean-ctx`). Every feature works
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self-hosted for free. Cloud and Enterprise tiers add hosting, support, and
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managed infrastructure — never features.
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### Engine
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The developer-facing context compression layer: 10 read modes, 95+ shell
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compression patterns, tree-sitter AST for 27 languages, semantic search with
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hybrid BM25 + dense retrieval, session continuity protocol (~400 tokens instead
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of ~50K cold start). Ships as MCP tools (`ctx_read`, `ctx_compose`,
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`ctx_search`, …) and transparent agent hooks.
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### Gateway
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The org-wide LLM reverse proxy: intercepts Anthropic, OpenAI, Gemini and
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ChatGPT traffic, compresses prompts in-flight, meters per-request cost
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attribution, enforces budgets, and provides FinOps dashboards. Self-hosted with
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`--features gateway-server`, no license required.
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### Cloud
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The hosted coordination layer: user accounts, team provisioning, knowledge
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sync, billing edge, and the context package registry. Enables Pro/Team/
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Enterprise tiers without requiring self-hosted infrastructure.
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## Companion projects
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| Project | Role |
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|---------|------|
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| **ctxpkg.org** | Open standard for signed, typed context packages (`.ctxpkg`) |
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| **ctxpkg.com** | Registry and marketplace for context packages |
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## Doctrines
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- **Zero telemetry, absolutely** — nothing leaves a machine automatically;
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explicit, locally computed, user-invoked shares only.
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- **Trust is never for sale** — no paid placement, ranking or verification on
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any surface.
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- **Local-Free Invariant** — every feature works self-hosted for free;
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commercial tiers add hosting and support, never capabilities.
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- **Distilled, typed, signed knowledge only** — never raw transcripts.
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