Skip to content

WFGY

vWFGY-Easter-Egg-CFV Feature

This release adds 1 notable feature for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai-agents alignment debugging evaluation graphrag hallucination
+5 more
information-retrieval knowledge-graph llm reasoning retrieval-augmented-generation

Summary

AI summary

Adds 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

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.

Weekly OSS security release digest.

The CVE patches and breaking changes that affected production tools this week. One email, every Sunday.

No spam, unsubscribe anytime.

Share this release

Track WFGY

Get notified when new releases ship.

Sign up free

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.

All releases →

Beta — feedback welcome: [email protected]