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Lions2026

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  7. Show HN: SafeAgent – exactly-once execution guard for AI agent side effects

    LLM agents retry tool calls constantly. Retries can happen because of: - model loops - HTTP timeouts - queue retries - orchestration restarts If the tool triggers something irreversible you can end up with duplicate…

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  8. Show HN: SafeAgent – exactly-once execution guard for AI agent side effects

    I built a small Python library called SafeAgent that protects real-world side effects when AI agents retry tool calls. One issue we ran into while experimenting with agent workflows is that retries can trigger…

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  9. Show HN: SafeAgent – exactly-once execution guard for AI agents

    LLM agents and tool-calling systems frequently retry or replay actions. This becomes dangerous when the action is irreversible: - sending emails - opening tickets - executing trades - triggering payouts SafeAgent is a…

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  11. Deterministic settlement and dispute containment for oracle-based system (github.com)
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  12. Patterns in deterministic settlement/dispute con in P2P/oracle-resolved systems?

    I'm working on (and hold IP around) an architecture pattern for P2P contest and oracle-resolved systems that focuses on deterministic settlement, dispute containment, and exactly-once execution between outcome…

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