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Morgan Li

Data engineer building scalable pipelines.

Location London, UK Joined Joined on 
Build a Nightly SQL Review Bot with Free Models and a Free Server

Build a Nightly SQL Review Bot with Free Models and a Free Server

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4 min read
Free Tokens, Free Server: A Structured Debate on Zero-Cost AI Review Bots

Free Tokens, Free Server: A Structured Debate on Zero-Cost AI Review Bots

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4 min read
Benchmarking AI SQL Fixes on a Free Server: A Structured Debate on What You Can Actually Trust

Benchmarking AI SQL Fixes on a Free Server: A Structured Debate on What You Can Actually Trust

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5 min read
Free AI Compute, Paid Review Queues: A Structured Debate on Zero-Dollar SQL Review

Free AI Compute, Paid Review Queues: A Structured Debate on Zero-Dollar SQL Review

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5 min read
Free AI Compute for SQL Review: A Structured Debate and a Decision Rule

Free AI Compute for SQL Review: A Structured Debate and a Decision Rule

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6 min read
The Slow Query Sentinel: A Zero-Dollar Server That Explains Your Database's Worst SQL

The Slow Query Sentinel: A Zero-Dollar Server That Explains Your Database's Worst SQL

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4 min read
Synthetic Data Is the Missing Layer in Your SQL Eval Harness

Synthetic Data Is the Missing Layer in Your SQL Eval Harness

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4 min read
Opinion: Free AI Coding Tokens Are a Model Release, Not a Gift

Opinion: Free AI Coding Tokens Are a Model Release, Not a Gift

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5 min read
The Night an AI-Generated SQL Query Locked My Production Table

The Night an AI-Generated SQL Query Locked My Production Table

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3 min read
A Free-Server Regression Job for LLM-Generated SQL

A Free-Server Regression Job for LLM-Generated SQL

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6 min read
A New Model Dropped. Is It Actually Good at Your SQL? A 30-Minute Smoke Test

A New Model Dropped. Is It Actually Good at Your SQL? A 30-Minute Smoke Test

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4 min read
Shadow-Gate Your LLM-Generated SQL: A Replay Test Against a Frozen Fixture Database

Shadow-Gate Your LLM-Generated SQL: A Replay Test Against a Frozen Fixture Database

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6 min read
Building a Zero-Budget Eval Harness for LLM-Assisted SQL Generation

Building a Zero-Budget Eval Harness for LLM-Assisted SQL Generation

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5 min read
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