Agents from linear tickets, so like https://
github.com/openai/symphony ?
@steipete
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Are Linear ticket agents like OpenAI Symphony?
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Autotriage skill reads VISION.md and autonomously handles issues/PRs
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I built an autotriage skill for codex that has a set of guidelines + reads VISION.md from my repos, so issues/prs that have a clear way of
– fit vision of the project
– being inferrable in code with high confidence
– clear fix
– can be live tested Are now worked on autonomously. -
Tool search saves massive tokens for many plugins or MCPs
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Yes, we added tool search which saves massive amounts of tokens, esp. if you have many plugins or MCPs.
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Token Efficiency: OpenAI vs Open Source Models
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Agree on open source, disagree on token efficiency. OpenAI's model are by far the most efficient. Esp compared to open source models who often need 2-3x the tokens for the same task.
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Software development with unlimited tokens and 100 codex in cloud
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People freaking out over my AI spend. What nobody sees: Part of what excites me so much about working on OpenClaw is that I'm trying to answer the question: How would we build software in the future if tokens don't matter? We constant run ~100 codex in the cloud, reviewing
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Request to file GitHub issue for model edge case fix
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Please file a github issue with more infos – with that alone we can't help. That's likely a weird model edge case. If you want a fast fix, use one of the top-gen models (OAI, Anthropic)
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Built discrawl store media feature, used codex review skill
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built a new feature into discrawl (store media), codex said it's done, then I used my codex review skill… https://
github.com/steipete/agent
-scripts/blob/main/skills/codex-review/SKILL.md
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Codex autoreview and crabbox enable automated issue-to-fix
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This is a game changer. With codex autoreview and crabbox I can now go from issue to fix almost fully automated. (yes it does burn lots of tokens)
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CodexBar 0.26.0 introduces Kiro, Antigravity, OpenRouter, Kimi and improvements
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CodexBar 0.26.0 is live Kiro, Antigravity, OpenRouter, Kimi calmer menus + keyboard nav better Codex/Claude limits and cost scoping named macOS assets, CLI + Homebrew fixes
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AI time: 5 months feels forever, 5.5 leveled up
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dude, 5 month in AI time is forever.
5.5 definitely leveled up