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Anti Samcheonpo
Anti Samcheonpo is an AI coding agent tool that detects and blocks wasted time, excessive validation, and infinite loops.
Anti Samcheonpo is an open-source tool for developers using AI coding agents. It sits between the agent and the user, observing execution results, file changes, and token consumption to judge progress objectively. When an agent repeats failed tasks or drifts off track, the tool issues simple warnings and can block further execution if repeated. It supports multiple agents like Claude Code, Codex, and OpenClaw, providing session audits and rollback features. The project runs locally on Linux, macOS, and Windows.
Anti Samcheonpo at a glance
Key features
- Detects excessive test reruns and validation loops
- Monitors out-of-context file modifications and scope drifts
- Blocks repetitive failing commands and capability loops
- Provides token consumption receipts and cost estimates
- Rolls back files to the last successful test state
- Supports multiple AI coding agents like Claude Code and Codex
Use it for
- Auditing token spending and session costs
- Stopping infinite coding loops and redundant tests
- Reverting AI file changes to the last stable snapshot
- Managing project budgets and detecting budget overruns
Companions
Tools that articles about Anti Samcheonpo recommend using with it, each with its job.
- Jules — Hand off well-scoped tasks that come back as pull requests.
- Context7 — Version-specific framework docs so the agent avoids stale APIs.
- Brave Search — Lets agents look things up mid-task.
- Sentry — Sentry MCP brings production errors into the agent.
- Supabase — Supabase MCP for schema and queries.
Alternatives to Anti Samcheonpo
- Google Antigravity — It allows local management and parallel execution of autonomous coding agents.
- Stop That Shit — Enforces task boundaries to stop unnecessary AI agent actions.
- Anti Slop — Filters out generic AI-generated UI designs, text, and code.
- pstack — Improves AI coding agent outcomes with rigorous workflows.
- abtop — Monitor multiple AI agent sessions and detect orphan ports from a single screen.
- Freebuff — Access multiple coding AI models for free without subscriptions.
- Coucou — It provides open-source, real-time agent monitoring and approvals directly from the screen notch.
- Dao Code — It uses DeepSeek's low cost and prefix caching to keep expenses extremely low.
- Paveo — Enforces deterministic rules on AI agents to prevent destructive actions.
- Kimchi — Enforces hard budget caps and data privacy before requests hit models.
- Truth Firewall — Blocks unverified coding agent completion claims automatically.
- Tencent CodeBuddy — Offers multi-model support and context-aware coding assistance across many IDEs.
All Anti Samcheonpo alternatives