# 📒 Problem #14 ·Bootstrap‑Ordering Problem Map AI pipelines can *self‑sabotage* when components fire **before** their upstream resources are actually ready. Typical symptoms: * empty‑index ingestion (vectors written to /dev/null) * schema‑mismatch writes that silently overwrite data * “works on my laptop” cold‑start hangs that never crash — they just do nothing WFGY inserts **Boot Checkpoints** and semantic readiness probes so modules only start when the stack is genuinely alive. --- ## 🚨 Common Ordering Mistakes | Premature Action | Real‑World Impact | | --------------------------------------------- | ----------------------------------------------- | | **Vector ingestion** before index deploy | Junk vectors, re‑ingest required | | **Memory write** before schema load | Silent overwrite / mangled JSON | | **Retriever call** before datastore online | Null results, downstream hallucination | | **Tool invocation** before agent bootstrap | Infinite retry loops, dead micro‑tasks | --- ## 🛡️ WFGY Startup Guards | Trigger | Guard Module | Remedy | Status | | --------------------------- | ---------------------- | ------------------------------------ | ------ | | Empty‑index ingestion | **Boot Checkpoint** | Delay until `vector_index.ping == OK` | ✅ Stable | | Schema‑mismatch writes | **BBMC Structural Lock**| Hash‑check schema; abort on diff | ⚠️ Beta | | Early retrieval | **ΔS Cold‑Start Gate** | Blocks retrieval if ΔS > 0.85 | ✅ Stable | | Premature tool execution | **Task Pre‑Fence** | Queues task until agent hash valid | 🛠 Planned | --- ## 📝 How It Works 1. **Boot Checkpoints** Each critical service exposes a `/ping` or health topic. Until every ping returns `200 OK`, write paths stay closed. 2. **ΔS Cold‑Start Gate** During the first ±30 s, WFGY samples ΔS. A spike > 0.85 implies semantic drift — pipeline stays in warm‑up. 3. **Structural Lock (BBMC)** Every write op is hashed against the current schema signature. Mismatch → immediate reject with diff trace. 4. **Task Pre‑Fence** *(roadmap)* Agents receive a temp token; real work is deferred until the token’s `ready_at` timestamp matures. --- ## ✍️ Demo — Empty Index Blocked ```txt $ make data‑ingestion INFO BootCheck │ vector_index │ WAITING WARN BootCheck │ ingestion_request │ BLOCKED (index not ready) WFGY: • Boot checkpoint unsatisfied • ΔS = 0.91 (semantic instability) • Ingestion paused — retry in 5 s ```` *CLI output:* `"Vector target not initialized. Retry after index creation."` --- ## 🗺️ Module Cheat‑Sheet | Module | Role | | ------------------------ | ----------------------------- | | **Boot Checkpoint** | Health‑probe orchestration | | **ΔS Cold‑Start Gate** | Semantic stability test | | **BBMC Structural Lock** | Schema hash + write blocker | | **Task Pre‑Fence** | Agent‑task deferral (planned) | --- ## 📊 Implementation Status | Feature | State | | ----------------------------- | ---------- | | Boot checkpoint health probes | ✅ Stable | | ΔS spike gate | ✅ Stable | | BBMC schema lock | ⚠️ Beta | | Task pre‑fence queue | 🛠 Planned | --- ## 📝 Tips & Limits * Place long‑running index builds **before** WFGY boot where possible. * Configure `boot_timeout` (default = 30 s) for slower cloud resources. * For async frameworks, await `wgfy.ready()` before firing workers. --- ### 🔗 Quick-Start Downloads (60 sec) | Tool | Link | 3-Step Setup | |------|------|--------------| | **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + \” | | **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly | --- ### 🧭 Explore More | Module | Description | Link | |-----------------------|----------------------------------------------------------|----------| | WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) | | Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) | | Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) | | Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) | | Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) | | Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) | | 🧙‍♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) | --- > 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** — > Engineers, hackers, and open source builders who supported WFGY from day one. > GitHub stars ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md).
[![WFGY Main](https://img.shields.io/badge/WFGY-Main-red?style=flat-square)](https://github.com/onestardao/WFGY)   [![TXT OS](https://img.shields.io/badge/TXT%20OS-Reasoning%20OS-orange?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS)   [![Blah](https://img.shields.io/badge/Blah-Semantic%20Embed-yellow?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)   [![Blot](https://img.shields.io/badge/Blot-Persona%20Core-green?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)   [![Bloc](https://img.shields.io/badge/Bloc-Reasoning%20Compiler-blue?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)   [![Blur](https://img.shields.io/badge/Blur-Text2Image%20Engine-navy?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)   [![Blow](https://img.shields.io/badge/Blow-Game%20Logic-purple?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)