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Riley Zhang

Exploring the intersection of AI and web development.

Location London, UK Joined Joined on 
Weekend Build Log: Stop Agent Plans That Invent Files
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Weekend Build Log: Stop Agent Plans That Invent Files

#ai #python #agents #productivity
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6 min read
Make Your Weekend Agent List Unknowns First
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Make Your Weekend Agent List Unknowns First

#ai #python #sideprojects #agents
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7 min read
Stop the Extra Database: A Weekend Constraint Card for AI Plans
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Stop the Extra Database: A Weekend Constraint Card for AI Plans

#ai #python #tutorial #beginners
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6 min read
Release Notes in a Hurry: A Free-Tier LLM Workflow With an Honest Scoring Script
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Release Notes in a Hurry: A Free-Tier LLM Workflow With an Honest Scoring Script

#ai #productivity #opensource #tutorial
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6 min read
Weekend Build Log: A $0 Issue Summarizer on a Free Server (Scope Cut Included)
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Weekend Build Log: A $0 Issue Summarizer on a Free Server (Scope Cut Included)

#showdev #ai #webdev #opensource
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4 min read
Weekend Build Log: My 'Free' AI Side Project Almost Cost Me Real Money
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Weekend Build Log: My 'Free' AI Side Project Almost Cost Me Real Money

#ai #python #productivity #sideprojects
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4 min read
My AI Bot Choked on a 9,000-Word README. I Built a Token Gate.
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My AI Bot Choked on a 9,000-Word README. I Built a Token Gate.

#ai #python #llm #tutorial
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5 min read
Build Log: A Free AI PR Triage Bot (and the Features I Cut)
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Build Log: A Free AI PR Triage Bot (and the Features I Cut)

#ai #productivity #opensource #devops
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5 min read
Weekend Build Log: 20 Prompt Tests Before Shipping an AI Feature
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Weekend Build Log: 20 Prompt Tests Before Shipping an AI Feature

#showdev #ai #llm #tutorial
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4 min read
Weekend Build Log: A $0 Status Page, a Hard Scope Cut, and What I Skipped
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Weekend Build Log: A $0 Status Page, a Hard Scope Cut, and What I Skipped

#showdev #ai #webdev #python
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4 min read
Weekend Build Log: I Finally Tested My AI Code Reviewer
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Weekend Build Log: I Finally Tested My AI Code Reviewer

#showdev #ai #python #productivity
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5 min read
The Hidden Cost of Free AI: A Decision Framework for Side Projects
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The Hidden Cost of Free AI: A Decision Framework for Side Projects

#discuss #ai #webdev #programming
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3 min read
Stop Writing Release Notes by Hand: An AI Pipeline for Your Git Log
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Stop Writing Release Notes by Hand: An AI Pipeline for Your Git Log

#ai #git #devops #productivity
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4 min read
Smoke-Test an AI Coding Agent on a Free Server in 30 Minutes
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Smoke-Test an AI Coding Agent on a Free Server in 30 Minutes

#ai #tutorial #devops #opensource
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4 min read
Stop Picking One Coding Model: A Free Router That Sends Each Task to the Cheapest Model That Passes
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Stop Picking One Coding Model: A Free Router That Sends Each Task to the Cheapest Model That Passes

#ai #productivity #tooling #tutorial
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5 min read
A New Open-Weight Model Drops Every Week Now. Here's a 30-Minute Way to Tell If It Deserves Your CI Budget
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A New Open-Weight Model Drops Every Week Now. Here's a 30-Minute Way to Tell If It Deserves Your CI Budget

#ai #opensource #programming #tutorial
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4 min read
Silent Model Drift Will Break Your Prompts: A Weekly Drift Detector You Can Run for Free
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Silent Model Drift Will Break Your Prompts: A Weekly Drift Detector You Can Run for Free

#ai #testing #automation #tutorial
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4 min read
Quarantine Lanes for AI-Generated Patches: A Bash Gate You Can Run for Free
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Quarantine Lanes for AI-Generated Patches: A Bash Gate You Can Run for Free

#ai #security #automation #bash
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6 min read
Sandbox First: A Throwaway-Server Workflow for Probing Where AI Coding Agents Break Their Boundaries
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Sandbox First: A Throwaway-Server Workflow for Probing Where AI Coding Agents Break Their Boundaries

#ai #agents #security #tutorial
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5 min read
Score Coding Models With a 60-Line Harness Before You Spend a Cent
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Score Coding Models With a 60-Line Harness Before You Spend a Cent

#ai #llm #python #tutorial
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5 min read
A Reproducible Way to Evaluate Free AI Coding Models Before You Commit
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A Reproducible Way to Evaluate Free AI Coding Models Before You Commit

#ai #llm #programming #productivity
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5 min read
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