This release adds 1 notable feature for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
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Summary
AI summaryAdds Cite First Verification (CFV) to expose compact confidence scores for AI answers.
Full changelog
WFGY Easter Egg: Cite First Verification v0.1.0
Before WFGY 5.0 Polaris Protocol officially arrives, I want to share a small gift with everyone who has supported WFGY along the way.
WFGY 5.0 is a major release built from the full path of WFGY 1.0, 2.0, 3.0, and 4.0, plus everything I, PSBigBig, have learned through this long journey.
This road has not been easy.
To make WFGY 5.0 stronger, cleaner, and more polished, the official launch will take a little more time.
So before the main release goes online, here is a small Easter Egg:
Cite First Verification
Cite First Verification, or CFV, is a lightweight WFGY mechanism that makes AI answers expose confidence before they sound certain.
It can add compact confidence scores, soften weak statements, and help prevent low-confidence claims from sounding stronger than they should.
Try it:
Use WFGY with CFV Strict. Show only surface CI.
What this Easter Egg gives you
- compact confidence signals for AI answers
- stricter handling of weak or uncertain claims
- a simple way to make overconfident answers easier to inspect
- an early playable mechanism from the WFGY line before 5.0 arrives
Links
- CFV Easter Egg: https://github.com/onestardao/WFGY/tree/main/EasterEggs/CiteFirstVerification
- WFGY 5.0 Polaris Protocol preview: https://github.com/onestardao/WFGY/blob/main/Polaris/README.md
- Main WFGY repository: https://github.com/onestardao/WFGY
Note
This is not the full WFGY 5.0 release.
It is a small thank-you gift before the larger work goes online.
Thank you for waiting, testing, starring, questioning, and supporting WFGY.
WFGY 5.0 Polaris Protocol is coming.
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About WFGY
WFGY is an open-source AI Troubleshooting Atlas for RAG, agents, and real-world AI workflows. Includes the 16-problem map, Global Debug Card, and WFGY 4.0. ⭐ Star to help more builders find this repo.
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Beta — feedback welcome: [email protected]