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Jev common mistakes

These are mistakes we see in integration reviews, not personality flaws and not a scrape of a rival FAQ hub. Each row is something your tests can catch. Independent. docs.typesafe.ai.

Independent angle (cover, do not clone)

Win delta: symptom → likely cause → fix, tied to official jaggedness and door-id mismatches. We do not clone a “can Jev generate text?” FAQ IA.

Question and context

Jev (TypeSafe System One) answers typed questions. Most production pain is application policy: you sent the wrong state, consumed the wrong field, or promoted jev-latest. HTTP 200 is not “the decision was good.”

Core concepts (the frequent ten)

Mistake Why it hurts Fix
Shipping jev-latest after fitting floors Aliases move; review rate jumps Pin jev-1.13.0; log response.model
Pasting the warehouse row jev-1.13 accuracy drops with distractors; tokens still bill (vendor price) Input contract; bind backtick paths
noul == 0.5 as “medium” It means yes/no equally likely Band around 0.5 → review
Using Noul τ as Choice confidence Different axes (official confidence / jaggedness notes) Separate floors
Asking for a paragraph answer Wrong job — Jev is not your generator Decide, then draft in an LLM
Date / money compare in the question Documented weakness Extract in code, pass bands
One Choice with 80 sibling labels Soft argmax, unmaintainable criteria Cascade + abort, or split calls
Ignoring 429/529 Suites become load tests; users see random holds Bound retries; fail closed
Gold on argmax only You ship confident wrong actions Score act / review / abstain
Treating jev.pro as official Affiliation error Outbound https://docs.typesafe.ai only

Practical approach

Put the table into CI as comments on the questions file. Pair with testing guide: contract tests catch door ids; policy unit tests catch 0.5-as-medium.

When a reviewer says “Jev got worse,” check in order: criteria SHA, pin, state filter, then the model. Most “regressions” are one of the first three.

Risks and trade-offs

This list is not exhaustive and not a TypeSafe support matrix. Marketplace doors add 402 / customer-verification callouts — handle those as documented errors, not as “the model is bad.”

What this page does not claim

FAQ

Is “asking Jev to write the email” a mistake or an anti-pattern? Both. Here it is the common integration mistake; anti-patterns names the architecture.

Do official docs list these? Pieces live on jaggedness, models, and how-to-build. We assemble an operator list. They remain the source of facts.

Can I copy TypeSafe’s 0.5 / 0.9 sketches? As illustrations only. Fit on offline evaluation.

Disclaimer

This is an independent unofficial site and is not affiliated with TypeSafe AI; official documentation is available at https://docs.typesafe.ai. Never treat jev.pro as TypeSafe official documentation. We do not sell, issue, or proxy API keys.

Open-cluster pages are independent field-guide notes. Replicas and third-party interfaces mentioned anywhere on jev.pro are not Jev and not endorsed. Hub: Open. Siblings: anti-patterns, quick reference, best practices. Canonical: https://docs.typesafe.ai.

Sources

Public TypeSafe or adjacent documentation only. No private claims.