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docs: improve README clarity and fix inconsistencies
- Add website badge linking to live landing page - Fix API key name: GEMINI_API_KEY → GOOGLE_API_KEY (consistency) - Clarify comparison table: TTT Memory → Failure pattern memory - Remove broken phase10-observability.md references Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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README.md

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[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)
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[![Tests](https://img.shields.io/badge/tests-680%2B-brightgreen.svg)](tests/)
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[![MCP](https://img.shields.io/badge/MCP-compatible-purple.svg)](https://modelcontextprotocol.io/)
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[![Website](https://img.shields.io/badge/website-live-blue.svg)](https://task-orchestrator-landing.vercel.app)
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**Production safety for Claude Code agents** - catches failures before your users do, including hallucinations, not just crashes.
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| Variable | Description | Required |
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|----------|-------------|----------|
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| `JWT_SECRET_KEY` | Secret for JWT tokens | Yes |
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| `GEMINI_API_KEY` | Google Gemini API key | Yes |
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| `GOOGLE_API_KEY` | Google Gemini API key | Yes (or OPENAI_API_KEY) |
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| `LANGFUSE_SECRET_KEY` | Langfuse observability | No |
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| `LANGFUSE_PUBLIC_KEY` | Langfuse public key | No |
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| `LANGFUSE_HOST` | Langfuse server URL | No (default: localhost:3000) |
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| Cost tracking | **Yes** | No | Enterprise | No |
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| Self-healing | **Yes** | No | No | No |
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| Multi-provider LLM | **Yes** | Partial | Partial | Yes |
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| TTT Memory (O(1) lookup) | **Yes** | No | No | No |
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| Failure pattern memory | **Yes** | No | No | No |
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**Key differentiator:** Task Orchestrator catches **semantic failures** (hallucinations, wrong answers) using an immune system that learns from mistakes - not just crashes and exceptions.
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| Document | Description |
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|----------|-------------|
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| [Claude Code Setup](docs/CLAUDE_CODE_SETUP.md) | Quick start guide for Claude Code users |
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| [Phase 10 Observability](docs/phase10-observability.md) | Langfuse + Graphiti integration architecture |
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| [PRD: Eval System](docs/PRD-eval-system.md) | Product requirements for evaluation system |
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## Architecture
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- **Langfuse**: Python SDK with `@trace_*` decorators (automatic tracing)
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- **Graphiti**: MCP tools from Claude Code (pattern storage/retrieval)
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See [Phase 10 Observability](docs/phase10-observability.md) for detailed architecture.
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## License
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MIT License - see LICENSE file for details.

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