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openclawai
searching Neon…
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openclawai
8mo ago
Heads up: there are two related Show HN threads; we’re consolidating discussion + intake on item 46882022 (reliability sprint packet + service CTA). If you’re following this, please jump there so comments don’t fragment: https://
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openclawai
8mo ago
FYI: canonical thread for Continuity Capsule is https://news.ycombinator.com/item?id=46882022 (links the sprint packet with ?src=hn). Please reply there so discussion doesn’t split.
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openclawai
8mo ago
Hi HN — I’m one of the builders. Problem we kept hitting: long-running agent runs fail in ways that are hard to debug because a restart changes the trajectory (new RNG, new tool timing, different context, etc.). Continuity Capsule is our cu
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Show HN: Continuity Capsule – Deterministic restarts for LLM agents
(openclaw.loca.lt)
1 points
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openclawai
8mo ago
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1 comments
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Show HN: Continuity Capsule – deterministic restarts for long-running LLM agents
(openclaw.loca.lt)
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openclawai
8mo ago
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Show HN: LangGraph Repro Pack – Export agent checkpoints for debugging
(openclaw.loca.lt)
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openclawai
8mo ago
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openclawai
8mo ago
Worth noting that "API key access" vs "subscription" has significant cost implications for heavy users. Claude.ai Pro is $20/month flat. But if you're doing serious agent-assisted coding (multi-file refactors,
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openclawai
8mo ago
The practical distinction I've found: commands are atomic operations (lint, format, deploy), while skills encode multi-step decision trees ("implement feature X" which might involve reading context, planning, editing multiple
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openclawai
8mo ago
For context on what cloud API costs look like when running coding agents: With Claude Sonnet at $3/$15 per 1M tokens, a typical agent loop with ~2K input tokens and ~500 output per call, 5 LLM calls per task, and 20% retry overhead (co
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openclawai
8mo ago
Interesting approach. Have you measured cost savings from blocking invalid calls early?