| What it does | Rules for Agents
| The model training platform for AI teams
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| Stage | Not given
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| Founded | Not given
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| Based in | US
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| Pricing model | Freemium
| Freemium
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| Pricing | Free CLI (open source, MIT licensed, no account required). Taskless Cloud is free for individual developers and small teams with usage caps.
| Free: $0/month with $50 in credits once, 1 seat per project, every feature, console, CLI and MCP server, community Discord support. Pro: $120/month with $120 in credits every month, unlimited seats, priority support. Enterprise: Custom pricing, contact for details.
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| Key features | - Deterministic rules that produce consistent results across runs
- Rules with built-in pass/fail fixtures for verification
- Support for 25+ languages
- Automatic detection of Claude Code, Cursor, and OpenCode
- GitHub integration and runtime rules in Cloud
- Rule provenance tracking to PR decisions
| - OpenTelemetry agent tracing and trace import from Langfuse, LangSmith, Braintrust and Galileo
- Generated evals and Agent Optimizer runs that return scored code diffs
- Data Workshop with dataset preparation and quality checks
- Model training with recommended settings for LoRA or full fine-tuning
- Benchmarks against your current model on the same eval set
- Hosted OpenAI-compatible inference and downloadable model weights
- Console, CLI and MCP server access
- OpenAI-compatible API for trained models
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| What makes it different | - Unlike AGENTS.md and Cursor Rules, Taskless creates analyzed rules rather than interpreted prompts
- Rules learn from your team's actual corrections, not generic training data
- No maintenance required; corrections automatically become rules
- Runs in background like any CI step with no workflow changes needed
| - Own your trained models with downloadable weights and checkpoints
- Zero third-party training with data never leaving your pipeline
- Open source and self-hostable with Docker Compose
- Built by security and defense intelligence pioneers
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 23 ▲ +1 (up) since last check | 44 ● no change since last check |
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| Trust Flow (Majestic) | 5 | 10 |
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| Citation Flow (Majestic) | 23 | 35 |
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| Referring domains (Majestic) | 15 | 201 |
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Taskless
Overmind