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193 lines
9.6 KiB
Markdown
193 lines
9.6 KiB
Markdown
# Parabola — Automation Guardrails
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<details>
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<summary><strong>🧭 Quick Return to Map</strong></summary>
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<br>
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> You are in a sub-page of **Automation Platforms**.
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> To reorient, go back here:
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>
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> - [**Automation Platforms** — stabilize no-code workflows and integrations](./README.md)
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> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
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> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
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>
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> Think of this page as a desk within a ward.
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> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
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</details>
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A focused repair guide for teams building pipelines with **Parabola**.
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Goal is simple: stop silent data drift, schema breaks, pagination traps, and idempotency bugs without changing your infra. Use the steps and acceptance targets below to make the fix repeatable.
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---
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## What this page is
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* A quick path to locate the failing layer in your Parabola flow: input → transform → join → export → webhook/API.
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* Structural fixes that survive retries, partial failures, and schema changes.
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* Exact links into the WFGY Problem Map where the permanent patch lives.
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---
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## When to use this page
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* CSVs import but downstream counts are off.
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* A join explodes row counts or drops keys.
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* Pagination or rate limits make exports flaky.
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* Webhook tasks replay and create duplicates.
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* Column names change and flows keep “succeeding”.
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* Schedules “succeed” yet the destination is stale.
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---
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## Open these first
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* Data contracts and citations for rows and fields:
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[Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md)
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* Live monitoring and run-debug checklists for pipelines:
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[Live Monitoring for RAG and Pipelines](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/live_monitoring_rag.md) ·
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[Debug Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/debug_playbook.md)
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* Boot order and “first run” failures that look like Parabola bugs:
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[Bootstrap Ordering](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md) ·
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[Deployment Deadlock](https://github.com/onestardao/WFGY/blob/main/ProblemMap/deployment-deadlock.md) ·
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[Pre-Deploy Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/predeploy-collapse.md)
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* Vectorstore and retrieval acceptance targets you may export into:
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[Retrieval Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md) ·
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[Retrieval Traceability](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md)
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---
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## Fix in 60 seconds
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1. **Lock a data contract for every flow edge**
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* Define required columns, types, nullability, and primary key.
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* Put the contract in the flow description and in a sidecar `.json`.
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* Reject on contract break, do not “coerce”.
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2. **Make writes idempotent**
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* Add an **idempotency key** from source primary key + run id.
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* Upsert on key. Soft-delete on tombstone streams.
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3. **Tame pagination and rate limits**
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* Use explicit page cursors where available.
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* Backoff with jitter and a cap. Persist last good cursor.
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* Fail closed on partial pages, resume from cursor.
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4. **Stabilize joins**
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* Pre-dedupe on join keys.
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* Count rows before and after. Warn if ratio not in \[0.9, 1.1] unless configured.
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* For one-to-many, aggregate first, then join.
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5. **Quarantine bad rows**
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* Sink violations to a “dead-letter” sheet with reason code.
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* Never drop silently.
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6. **Schedule with proof**
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* Record run hash = inputs’ checksums + step graph rev.
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* A run is “good” only if the same hash reproduces.
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---
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## Common failure modes → exact fixes
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| Symptom | Root cause | Open this fix |
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| ------------------------------------------ | ----------------------------------------------- | ----------------------------------------------------------------------------------------------------------- |
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| Row counts drift after CSV import | Type coercion and null handling change silently | [Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md) |
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| Duplicates after webhook retries | No idempotency key on destination | [Debug Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/debug_playbook.md) |
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| Join multiplies rows unexpectedly | Non-unique keys or many-to-many join | [Live Monitoring](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/live_monitoring_rag.md) |
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| Exports fail intermittently | Pagination or rate-limit handling missing | [Debug Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/debug_playbook.md) |
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| First run looks “green” but index is empty | Boot order wrong, destination not ready | [Bootstrap Ordering](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md) |
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| Scheduled run “succeeds” but target stale | No acceptance gates or version checks | [Live Monitoring](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/live_monitoring_rag.md) |
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| Downstream retrieval pulls wrong docs | Snippet schema absent, traceability missing | [Retrieval Traceability](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) |
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---
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## Minimal triage checklist
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* Inputs: file counts and checksums logged.
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* Contract: columns, types, PK declared and enforced.
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* Dedupe: before join, after import.
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* Idempotency: deterministic key on write path.
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* Pagination: cursor persisted between attempts.
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* Quarantine: every rejection is stored with reason.
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* Acceptance: target store has post-write assertions.
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---
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## Copy-paste prompt to ask the AI
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```txt
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I uploaded TXT OS and Problem Map.
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Context: Parabola pipeline failing.
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- symptom: [brief]
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- sources: [csv/api names]
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- current guards: [contract? idempotency? pagination? join?]
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Tell me:
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1) which layer is failing and why,
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2) which exact WFGY page to open,
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3) the smallest patch to make writes idempotent and schema-locked,
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4) how to verify with row counts and hashes.
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Use BBMC/BBPF/BBCR/BBAM if relevant.
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```
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---
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## Acceptance targets
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* Contract violations are zero.
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* Duplicate writes are zero across retries.
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* Join ratio stays within configured band or the run blocks.
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* Pagination resumes from last cursor with no missing pages.
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* Destination post-write assertions pass on every schedule.
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* Re-running with same inputs reproduces identical hash.
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---
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### 🔗 Quick-Start Downloads (60 sec)
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| Tool | Link | 3-Step Setup |
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| -------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------- |
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| **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 + \<your question>” |
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| **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 |
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---
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<!-- WFGY_FOOTER_START -->
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### Explore More
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| Layer | Page | What it’s for |
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| --- | --- | --- |
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| Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof |
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| Engine | [WFGY 1.0](/legacy/README.md) | Original PDF based tension engine |
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| Engine | [WFGY 2.0](/core/README.md) | Production tension kernel and math engine for RAG and agents |
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| Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine, 131 S class set |
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| Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure checklist and fix map |
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| Map | [Problem Map 2.0](/ProblemMap/rag-architecture-and-recovery.md) | RAG focused recovery pipeline |
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| Map | [Problem Map 3.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card, image as a debug protocol layer |
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| Map | [Semantic Clinic](/ProblemMap/SemanticClinicIndex.md) | Symptom to family to exact fix |
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| Map | [Grandma’s Clinic](/ProblemMap/GrandmaClinic/README.md) | Plain language stories mapped to Problem Map 1.0 |
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| Onboarding | [Starter Village](/StarterVillage/README.md) | Guided tour for newcomers |
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| App | [TXT OS](/OS/README.md) | TXT semantic OS, fast boot |
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| App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q and A built on TXT OS |
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| App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image with semantic control |
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| App | [Blow Blow Blow](/OS/BlowBlowBlow/README.md) | Reasoning game engine and memory demo |
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If this repository helped, starring it improves discovery so more builders can find the docs and tools.
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[](https://github.com/onestardao/WFGY)
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<!-- WFGY_FOOTER_END -->
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