AI Intent Score
High
Signal Mechanics
The 'Star' (Interest)
"I am exploring this."
Meaning: Early research phase. Budget not yet allocated.
The 'Fork' (Intent)
"I am modifying this code."
Meaning: POC in progress. Customizing for internal use.
Data Gravity Radar
Privacy (PII) High
Volume Petabyte+
Latency Sensitivity Real-time
The Maturity Signal Ladder
Based on 12 recent public signals
1
Operational (The Basics)
Storing data for applications. Standard OLTP.
postgresmysqlredismongodb
2
Analytical (Modern Data Stack)
Moving data for insights. Warehousing & ETL.
dbtsnowflake-connectorairbytedagster
3
AI / Vector (The Gold Mine)
Embedding data for Intelligence. RAG & LLMs.
pgvectorpineconelangchainchromadb
Evidence Ledger: AI Ambition
Hypothesis: Building GenAI Product
pgvector/pgvector
Starred by Lead Architect (2 days ago)
langchain-ai/langchainjs
Forked by Frontend Lead (1 week ago)
Counter-Hypothesis: Just Researching
No 'openai' SDK dependency seen
Public repos do not yet show direct API usage.