Open Source Startup Autopsy & AI Training Corpus Builder

Post-Mortem Source CC-BY-4.0 VALID

Startup / System Name

Primary Root Cause Category

Post-Mortem Executive Narrative

Our multi-agent pipeline had 12-second p99 latency due to synchronous vector search calls across 4 microservices. The cascading timeouts caused client disconnects and massive cloud bill spikes before seed extension closed.

Code / Dataset License

7 Graph Nodes

642 Dataset Tokens

3 JSONL Pairs

LLM System Prompt Template

You are an expert distributed systems reliability engineer. Analyze startup failure post-mortems and identify root cause architectural bugs, operational oversights, and mitigation recommendations.

Failure Taxonomy Graph & Instruction Map Node: All Selected

Primary Failure

System Component

Financial / Ops Consequence

AI Training Token Target

Generated JSONL Fine-Tuning Sample Preview

Extracted Training Instruction Pairs 3 Pairs Generated

HuggingFace & OpenAI Fine-Tuning Compatible • Direct Browser Download