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Merge pull request #114 from onestardao/EVIDENCE_TIMELINE.md
Add EVIDENCE_TIMELINE.md (chronological record of WFGY development)
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<a id="top"></a>
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# EVIDENCE_TIMELINE
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🕰️ Historical evidence timeline for WFGY.
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Historical evidence timeline for WFGY.
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This page records how WFGY became real, usable, public, and externally legible over time.
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It is not limited to third-party adoption only.
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It also tracks the major moments when the WFGY line itself became more concrete, more teachable, more reproducible, or more visible to the outside world.
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WFGY did not begin with a large installed base, a built-in distribution channel, or a ready-made institutional wrapper.
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It was built in public, piece by piece, through theory, application surfaces, diagnostic maps, teaching layers, evaluation artifacts, and eventually public ecosystem proof.
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You can read this page as a compact historical route:
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**build → structure → teaching → evaluation → public proof**
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**cold start → structure → teaching → evaluation → public proof**
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Related pages:
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## Quick navigation
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- [What this page is](#what-this-page-is)
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- [What this page is not](#what-this-page-is-not)
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- [Timeline](#timeline)
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- [Cold Start Era](#cold-start-era)
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- [Diagnostic Wedge Era](#diagnostic-wedge-era)
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- [Expansion Era](#expansion-era)
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- [Public Proof Era](#public-proof-era)
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- [What this timeline currently shows](#what-this-timeline-currently-shows)
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- [Maintenance rules](#maintenance-rules)
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- [Related pages](#related-pages)
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## Related pages
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Core proof and interpretation:
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* [ADOPTERS](./ADOPTERS.md)
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* [CASE_EVIDENCE](./CASE_EVIDENCE.md)
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* [Recognition Map](./recognition/README.md)
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Collaboration and next-layer packaging:
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* [Work with WFGY](./WORK_WITH_WFGY.md)
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* [Pilot Offer One-Pager](./PILOT_OFFER_ONE_PAGER.md)
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* [Sample Deliverable](./SAMPLE_DELIVERABLE.md)
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Structure and reference:
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* [Ecosystem Map](./ECOSYSTEM_MAP.md)
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* [Problem Map 1.0](./ProblemMap/README.md)
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* [Repository Citation Metadata](./CITATION.cff)
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---
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<a id="what-this-page-is"></a>
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## What this page is
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@ -33,6 +65,17 @@ It combines three kinds of milestones:
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3. **Packaging milestones**
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when WFGY itself became easier to audit, route, reuse, or evaluate from the outside
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This page sits between two other proof surfaces:
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* [ADOPTERS](./ADOPTERS.md), which gives the shortest high-signal summary
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* [Recognition Map](./recognition/README.md), which remains the broader ecosystem ledger
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It also supports the interpretation layer in [CASE_EVIDENCE](./CASE_EVIDENCE.md).
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---
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<a id="what-this-page-is-not"></a>
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## What this page is not
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This page is not:
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@ -44,27 +87,35 @@ This page is not:
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* a claim that every milestone has equal weight
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For the shortest high-signal summary, use [ADOPTERS](./ADOPTERS.md).
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For the full ledger, use the [Recognition Map](./recognition/README.md).
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For the broader ledger, use the [Recognition Map](./recognition/README.md).
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For cross-case interpretation, use [CASE_EVIDENCE](./CASE_EVIDENCE.md).
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---
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<a id="timeline"></a>
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# Timeline
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## 2025/06/15 · 🧱 WFGY 1.0 becomes the baseline public reference
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<a id="cold-start-era"></a>
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## Cold Start Era
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The earliest phase of WFGY was a cold-start build.
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This period matters because it shows the stack did not begin as a polished ecosystem surface. It began as a public baseline, then slowly gained structure.
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### 2025/06/15 · WFGY 1.0 becomes the baseline public reference
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**Track**
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Internal milestone
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**What became public**
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[WFGY 1.0](https://github.com/onestardao/WFGY/blob/main/legacy/README.md) established the project home and the earliest baseline reference for the WFGY line.
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[WFGY 1.0](https://github.com/onestardao/WFGY/) established the project home and the earliest baseline reference for the WFGY line.
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**Why this matters**
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This is the starting point of the public WFGY stack.
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It marks the moment when the project stopped being private intuition and became a public reference surface.
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---
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## 2025/07/02 · 🧩 TXTOS opens the application layer
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### 2025/07/02 · TXTOS opens the application layer
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**Track**
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Internal milestone
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@ -76,9 +127,7 @@ Internal milestone
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This widened WFGY from theory into application surfaces.
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It showed that the project was not only about concepts, but also about structured usage.
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---
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## 2025/07/15 · 🔧 Blah Blah Blah extends the TXTOS stack
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### 2025/07/15 · Blah Blah Blah extends the TXTOS stack
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**Track**
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Internal milestone
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@ -89,9 +138,18 @@ Internal milestone
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**Why this matters**
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This is one of the earlier signs that WFGY was growing as a family of connected modules rather than a single page or one-off idea.
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[Back to top](#top)
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---
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## 2025/07/28 · 🗺️ Problem Map 1.0 becomes the practical wedge
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<a id="diagnostic-wedge-era"></a>
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## Diagnostic Wedge Era
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This is the phase where WFGY became much easier for outside teams to understand.
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The project gained a practical wedge, especially through structured failure diagnosis and teaching surfaces.
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### 2025/07/28 · Problem Map 1.0 becomes the practical wedge
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**Track**
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Internal milestone
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This is one of the most important turning points in the whole timeline.
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It gave WFGY a practical front door that real RAG and agent teams could understand quickly.
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---
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## 2025/07/28 · 🩺 Semantic Clinic expands the teaching layer
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### 2025/07/28 · Semantic Clinic expands the teaching layer
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**Track**
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Internal milestone
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**Why this matters**
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It showed that WFGY was not only classifying failures, but also teaching people how to reason about them.
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---
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## 2025/07/30 · 🧠 Semantic Blueprint deepens the theory layer
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### 2025/07/30 · Semantic Blueprint deepens the theory layer
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**Track**
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Internal milestone
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@ -129,9 +183,7 @@ Internal milestone
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**Why this matters**
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This strengthened the internal architecture story behind the public-facing maps and teaching pages.
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---
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## 2025/09/05 · 🛠️ Global Fix Map extends beyond one checklist
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### 2025/09/05 · Global Fix Map extends beyond one checklist
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**Track**
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Internal milestone
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**Why this matters**
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This is where the scope clearly widened from a single 16-problem entry map into a broader systems-facing fix library.
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---
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## 2025/09/14 · 👵 Grandma Clinic turns the map into memory-friendly teaching
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### 2025/09/14 · Grandma Clinic turns the map into memory-friendly teaching
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**Track**
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Internal milestone
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@ -155,9 +205,21 @@ Internal milestone
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**Why this matters**
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This made the WFGY diagnostic layer more memorable and easier to teach beyond narrowly technical audiences.
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**Related layer**
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For the broader diagnostic line, see [Problem Map 1.0](./ProblemMap/README.md) and the future-facing structure in [Ecosystem Map](./ECOSYSTEM_MAP.md).
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[Back to top](#top)
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---
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## 2026/01/31 · 🌌 WFGY 3.0 Singularity Demo opens the frontier evaluation layer
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<a id="expansion-era"></a>
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## Expansion Era
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This phase matters because WFGY stopped being only a diagnostic and teaching surface.
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It began to open toward broader evaluation and higher-order reasoning layers.
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### 2026/01/31 · WFGY 3.0 Singularity Demo opens the frontier evaluation layer
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**Track**
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Internal milestone
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This is a major expansion of the WFGY line.
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It pushed the project from diagnostic and teaching surfaces into a more ambitious evaluation and reasoning arena.
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### 2026/03/03 · Problem Map 2.0 Global Debug Card turns the map into image protocol
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**Track**
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Internal milestone
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**What became public**
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[Problem Map 2.0 Global Debug Card](https://github.com/onestardao/WFGY/releases/tag/WFGY-Global-Debug-Card) was released as an image-first diagnostic protocol for RAG runs.
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**Why this matters**
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This is a major packaging milestone.
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It compressed the WFGY diagnostic line into a faster, more shareable, more reusable format across platforms and models.
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**Related layer**
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This milestone connects naturally to [CASE_EVIDENCE](./CASE_EVIDENCE.md), [ADOPTERS](./ADOPTERS.md), and the future-facing collaboration surface in [Work with WFGY](./WORK_WITH_WFGY.md).
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[Back to top](#top)
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---
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## 2026/02/17 · 🌍 ToolUniverse shows tool-level public integration
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<a id="public-proof-era"></a>
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## Public Proof Era
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This is the phase where outside projects began to make the signal legible in public.
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It does not mean universal adoption. It does mean the WFGY wedge became harder to ignore.
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### 2026/02/17 · ToolUniverse shows tool-level public integration
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**Track**
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Public ecosystem milestone
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@ -183,9 +269,7 @@ ToolUniverse publicly merged a WFGY-related triage surface through [PR #75](http
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This is stronger than a loose mention.
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It suggests that WFGY could be wrapped into an actionable tool pathway, not only cited as an idea.
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---
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## 2026/02/20 · 📚 Rankify and Multimodal RAG Survey widen the external signal
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### 2026/02/20 · Rankify and Multimodal RAG Survey widen the external signal
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**Track**
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Public ecosystem milestone
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@ -199,9 +283,7 @@ This date matters because the signal diversified.
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WFGY was no longer visible in only one style of external context.
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It was starting to appear across both practical docs and research-facing material.
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---
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## 2026/02/23 · 🚪 LlamaIndex makes the wedge more mainstream
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### 2026/02/23 · LlamaIndex makes the wedge more mainstream
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**Track**
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Public ecosystem milestone
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@ -213,9 +295,7 @@ Public ecosystem milestone
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This is one of the clearest mainstream ecosystem signals in the timeline.
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It shows that structured WFGY-style failure mapping is legible inside a major public RAG stack.
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---
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## 2026/02/25 · 🧯 RAGFlow strengthens the operational debugging signal
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### 2026/02/25 · RAGFlow strengthens the operational debugging signal
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**Track**
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Public ecosystem milestone
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@ -227,9 +307,7 @@ Public ecosystem milestone
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This strongly reinforces the practical wedge of WFGY.
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It shows the map is useful in operational debugging contexts, not only in teaching or theory.
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---
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## 2026/03/01 · 🔍 FlashRAG reinforces cross-stack reuse
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### 2026/03/01 · FlashRAG reinforces cross-stack reuse
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**Track**
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Public ecosystem milestone
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@ -241,23 +319,7 @@ Public ecosystem milestone
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By this point, the pattern is harder to dismiss as an isolated one-off.
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The same wedge is being adapted across multiple public stacks.
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---
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## 2026/03/03 · 🖼️ Problem Map 2.0 Global Debug Card turns the map into image protocol
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**Track**
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Internal milestone
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**What became public**
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[Problem Map 2.0 Global Debug Card](https://github.com/onestardao/WFGY/releases/tag/WFGY-Global-Debug-Card) was released as an image-first diagnostic protocol for RAG runs.
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**Why this matters**
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This is a major packaging milestone.
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It compressed the WFGY diagnostic line into a faster, more shareable, more reusable format across platforms and models.
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---
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## 2026/03/04 · 🤖 LightAgent extends the signal into multi-agent territory
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### 2026/03/04 · LightAgent extends the signal into multi-agent territory
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**Track**
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Public ecosystem milestone
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**Why this matters**
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This matters because it widened the visible wedge beyond classic RAG debugging and into multi-agent coordination and failure diagnosis.
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---
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## 2026/03/08 · 🧭 Public proof becomes a first-class routing layer in WFGY
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### 2026/03/08 · Public proof becomes a first-class routing layer in WFGY
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**Track**
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Packaging milestone
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@ -288,38 +348,38 @@ It also exposes a dedicated collaboration entry through [Work with WFGY](./WORK_
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This does not create new third-party proof by itself.
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What it does is make the accumulated evidence auditable, legible, and much easier to evaluate in one pass.
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**Related layer**
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This stage naturally leads into [Pilot Offer One-Pager](./PILOT_OFFER_ONE_PAGER.md) and [Sample Deliverable](./SAMPLE_DELIVERABLE.md), where public proof can later connect to a more structured collaboration surface.
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[Back to top](#top)
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---
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<a id="what-this-timeline-currently-shows"></a>
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# What this timeline currently shows
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📌 At the current stage, the historical pattern is fairly clear.
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The pattern is not random.
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WFGY did not appear all at once as one finished artifact.
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It grew in layers.
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WFGY first became public as a baseline reference.
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Then it grew application surfaces.
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Then it found a practical wedge through the Problem Map line.
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Then it expanded into teaching systems, broader fix systems, evaluation surfaces, and finally visible public proof across outside ecosystems.
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The rough sequence looks like this:
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1. **baseline and theory**
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2. **application surfaces**
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3. **diagnostic maps**
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4. **teaching and fix systems**
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5. **frontier evaluation**
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6. **external ecosystem proof**
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7. **public packaging and collaboration routing**
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That matters because it shows continuity.
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This matters because it shows continuity under cold-start conditions.
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The strongest external wedge today still appears to be the **Problem Map line**, especially the structured debugging and failure-classification layer.
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That is the part that became easiest for outside projects to understand, adapt, and reuse.
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At the same time, the internal timeline shows that WFGY is broader than that wedge alone.
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The project has also been building theory surfaces, application surfaces, and frontier evaluation surfaces in parallel.
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At the same time, this timeline also shows that WFGY is broader than that wedge alone.
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The wider stack has been built in parallel, even if public proof is currently strongest on the diagnostic side.
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## Safest reading
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The safest disciplined reading today is:
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* WFGY has a real historical build-up, not a sudden one-page appearance
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* it was built under cold-start conditions, in public, layer by layer
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* the system became practical through the Problem Map line
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* the strongest public adoption signal still clusters around diagnostic and debugging use
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* the broader WFGY stack is larger than that single wedge, but public proof is currently strongest there
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@ -327,9 +387,11 @@ The safest disciplined reading today is:
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---
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<a id="maintenance-rules"></a>
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# Maintenance rules
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🧾 When updating this page:
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When updating this page:
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1. Keep the timeline chronological.
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2. Prefer dates when something became publicly visible in stable form.
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@ -337,17 +399,31 @@ The safest disciplined reading today is:
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4. Do not retroactively inflate old events into stronger claims.
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5. If a milestone is important but weak, move it to the [Recognition Map](./recognition/README.md) instead.
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6. If an event belongs mainly to explanation rather than chronology, keep it in [CASE_EVIDENCE](./CASE_EVIDENCE.md).
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7. If a future page becomes the canonical destination for a subtopic, keep this page concise and link outward instead of duplicating full explanations.
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---
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<a id="related-pages"></a>
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# Related pages
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Proof surfaces:
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* [ADOPTERS](./ADOPTERS.md)
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* [CASE_EVIDENCE](./CASE_EVIDENCE.md)
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* [Recognition Map](./recognition/README.md)
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Collaboration surfaces:
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* [Work with WFGY](./WORK_WITH_WFGY.md)
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* [Pilot Offer One-Pager](./PILOT_OFFER_ONE_PAGER.md)
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* [Sample Deliverable](./SAMPLE_DELIVERABLE.md)
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Structure and reference:
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* [Ecosystem Map](./ECOSYSTEM_MAP.md)
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* [Problem Map 1.0](./ProblemMap/README.md)
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* [Problem Map 2.0 Global Debug Card](https://github.com/onestardao/WFGY/releases/tag/WFGY-Global-Debug-Card)
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* [Repository Citation Metadata](./CITATION.cff)
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---
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