CalibratedDecisions.

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The 10-step roadmap, summarised

Charly Wargnier’s thread condenses codila’s article: batch decisions, put Jev at bounded forks, and keep it out of math, writing and irreversible…

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Charly Wargnier ♨️ @DataChaz

Jev might genuinely be an “Internet moment” for AI.

TypeSafe reports up to 193x faster and 444x cheaper performance in tests with Claude Fable 5.1 and GPT-6 Astra.

@0xCodila just wrote a great 10-page article explaining what Jev is, how to use it, and where its 100x advantage

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How builders describe it

Charly Wargnier’s thread condenses codila’s article: batch decisions, put Jev at bounded forks, and keep it out of math, writing and irreversible actions.

The decision Jev makes

Where to start: the quickstart, the decision primitives and the patterns.

Where it fits

The official starting points plus the best explainers, videos and articles about Jev and RLCD. All 342 guides & docs projects →

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