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act101 vs Taskless

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

act101 compared with Taskless
Detailact101 logo act101Taskless logo Taskless
What it doesQuality infrastructure for AI-written code with deterministic refactoring and a merge gate Rules for Agents
StageStartup Not given
Founded2026 Not given
Based inUS US
Pricing modelFreemium Freemium
PricingBuilder Edition: Free forever for personal, non-commercial, and open-source use. Engineering Edition: $29/month or $299/year (save 14%). Architecture Edition: $59/month or $599/year (save 15%). Elite Edition: $99/month or $999/year (save 16%). Enterprise: Custom pricing, contact sales. All editions Free CLI (open source, MIT licensed, no account required). Taskless Cloud is free for individual developers and small teams with usage caps.
Key features
  • 182 AST-aware refactor operations for code transformation
  • 42 codebase analyzers for code analysis
  • Support for 163 programming grammars
  • Deterministic merge gate with signed receipts
  • MCP server and CLI interfaces
  • Cross-file import updates and automatic checkpointing
  • 10 cross-language porting operations
  • Instant undo for all operations
  • ~88% token savings on query operations
  • Native binary with zero dependencies and no supply chain risk
  • 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
What makes it different
  • Deterministic verdicts and signed receipts for every code change ensure reproducible quality gates
  • Built by engineer with decades of production experience in correctness-critical domains
  • 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
Community votes00
DR (Domain Rating by Ahrefs)27 no change since last check22 no change since last check
Trust Flow (Majestic)85
Citation Flow (Majestic)3123
Referring domains (Majestic)18215

6 details filled in for both companies.

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