| What it does | AI navigates your team from vision to impact at speed
| Rules for Agents
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| Stage | Startup
| Not given
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| Founded | 2024
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| Based in | US
| US
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| Pricing model | Freemium
| Freemium
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| Pricing | Free: $0/month with 50 AI credits. Pro: $49/month per seat with 200 AI credits per seat (15% discount for annual: ~$42/month). Teams: $89/month per seat with 500 pooled AI credits and 5-seat minimum (15% discount for annual: ~$76/month). Enterprise: Custom pricing. Overage rates: $0.10/credit (Pro),
| Free CLI (open source, MIT licensed, no account required). Taskless Cloud is free for individual developers and small teams with usage caps.
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| Key features | - Navigate AI agents to product context via MCP
- Capture and search product decisions automatically
- Integrate with Cursor, Claude Code, Windsurf, and CLI
- Connect to Slack, Notion, Linear, GitHub, and more
- Build your Product Graph from existing tools
- 95% decision compliance when agents access Brief
- 8/8 merge-ready tasks with Brief versus 2 of 8 without
- 68% cost reduction per merge-ready task
- Admin dashboard for team usage visibility
- SSO and security controls for Enterprise
| - 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
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| What makes it different | - Navigates AI agents to why decisions were made, not just what code does
- Extracts decisions automatically from existing tools without workflow changes
- Immediate value: see results in minutes by connecting your tools
- Enables AI agents to build the right features with full context
| - 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
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 38 ▼ −1 (down) since last check | 22 ● no change since last check |
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| Trust Flow (Majestic) | 19 | 5 |
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| Citation Flow (Majestic) | 27 | 23 |
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| Referring domains (Majestic) | 228 | 15 |
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Brief
Taskless