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James Anderson

Software developer passionate about building modern web and SaaS applications. I enjoy working with .NET, exploring AI tools, and turning ideas into practical products.

Location Dublin, Ireland Joined Joined on 

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The Quiet Weight of Working in Tech in the AI Era

Resignations sparked by AI replacement fears
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The Quiet Weight of Working in Tech in the AI Era

#discuss #mentalhealth #career #ai
138
Picked as gem Comments 96
7 min read
Most 'AI Agents' Are Just If-Statements in a Trench Coat

Production reality checks over demos
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Most 'AI Agents' Are Just If-Statements in a Trench Coat

#ai #softwareengineering #webdev #agents
105
Picked as gem Comments 130
7 min read
Agents That Act Need Brakes, Not Just Brains

Demos earn misplaced trust before safeguards exist
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Agents That Act Need Brakes, Not Just Brains

#ai #llm #agents #webdev
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Comments 49
7 min read
Building With AI When You Don't Know Architecture: A Survival Guide

Shifts the builder's role from typist to architect
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Building With AI When You Don't Know Architecture: A Survival Guide

#ai #beginners #webdev
136
Picked as gem Comments 80
7 min read
The Retrieval Checklist I Wish I'd Had Before Shipping RAG

Shows why 73% of RAG failures happen upstream
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The Retrieval Checklist I Wish I'd Had Before Shipping RAG

#ai #llm #rag #webdev
39
Comments 37
11 min read
Gemini Hacked Three Companies Using the Dumbest Trick in the Book
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Gemini Hacked Three Companies Using the Dumbest Trick in the Book

#ai #agents #security #webdev
16
Comments 10
6 min read

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Thrown Into a Huge Unfamiliar Codebase? Here's Your Survival Guide.

Build mental maps over reading every file
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Thrown Into a Huge Unfamiliar Codebase? Here's Your Survival Guide.

#beginners #webdev #programming #career
14
Comments 7
6 min read
The Best Thing AI Did to Tech Might Be Pushing Us Out of It

Comments note privilege needed for career pivots
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The Best Thing AI Did to Tech Might Be Pushing Us Out of It

#discuss #career #ai #mentalhealth
21
Comments 8
5 min read
The Steelman: When an AI Agent Actually Earns Its Complexity

Audits show most agents are just rigid pipelines
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The Steelman: When an AI Agent Actually Earns Its Complexity

#ai #software #programming #architecture
19
Comments 9
7 min read
The Purple Gradient Problem: Why AI UI All Looks Alike (and How to Fix It)

Blames Tailwind CSS for the aesthetic
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The Purple Gradient Problem: Why AI UI All Looks Alike (and How to Fix It)

#ai #webdev #design #frontend
26
Comments 7
8 min read
The Pull Requests Got Bigger and Nobody's Reading Them Anymore

Review times jumped over four hundred percent
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The Pull Requests Got Bigger and Nobody's Reading Them Anymore

#ai #softwareengineering #codereview #github
21
Picked as gem Comments 14
8 min read
The Mathematicians Just Felt It: What Happens to a Lifetime of Work When a Machine Finishes It in Days?

Comments debate human identity post-automation
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The Mathematicians Just Felt It: What Happens to a Lifetime of Work When a Machine Finishes It in Days?

#discuss #ai #career #mentalhealth
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Picked as gem Comments 34
7 min read
How to Add AI to an Existing App Without Breaking It
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How to Add AI to an Existing App Without Breaking It

#ai #webdev #architecture #programming
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Comments 1
7 min read
The Next.js Security Checklist for AI-Generated Code
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The Next.js Security Checklist for AI-Generated Code

#nextjs #security #ai #webdev
11
Comments 7
10 min read
AI Is Getting Dramatically More Capable, Fast. Where Is This Heading?
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AI Is Getting Dramatically More Capable, Fast. Where Is This Heading?

#discuss #ai #chatgpt #techtalks
18
Comments 2
7 min read
9 Ways Your AI Agent Silently Fails (and How to Catch Each)

Tackling stealthy gray failures
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9 Ways Your AI Agent Silently Fails (and How to Catch Each)

#ai #agents #llm #webdev
28
Comments 26
8 min read
Prompt Fluency Is the New Literacy — and Most Devs Are Winging It
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Prompt Fluency Is the New Literacy — and Most Devs Are Winging It

#ai #productivity #career #llm
14
Comments
7 min read
How a 6B-Active Model Beats 17B-Active Ones: What Qwen3.8-Flash-Next Actually Changed
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How a 6B-Active Model Beats 17B-Active Ones: What Qwen3.8-Flash-Next Actually Changed

#ai #llm #machinelearning #webdev
19
Comments 2
8 min read
Are AI Tools Actually Making Us Productive — or Just Giving Us Something New to Play With?

The courier problem of manual tab-hopping
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Are AI Tools Actually Making Us Productive — or Just Giving Us Something New to Play With?

#ai #productivity #llm #webdev
23
Comments 34
8 min read
7 Signs You're Over-Engineering Your AI App (and How to Stop)

Readers confess painful over-engineering realities
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7 Signs You're Over-Engineering Your AI App (and How to Stop)

#ai #llm #webdev #programming
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Comments 32
8 min read
Why LLMs Are Bad at Math, Explained Simply
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Why LLMs Are Bad at Math, Explained Simply

#discuss #ai #llm #machinelearning
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Comments 3
9 min read
Why LLMs Hallucinate, Explained Simply — and How to Actually Stop It
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Why LLMs Hallucinate, Explained Simply — and How to Actually Stop It

#ai #llm #machinelearning #webdev
2
Comments
10 min read
Prompt Caching, Explained: How to Cut Your LLM Bill by 70-90% (With Real Math)
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Prompt Caching, Explained: How to Cut Your LLM Bill by 70-90% (With Real Math)

#ai #llm #machinelearning #webdev
3
Comments 1
6 min read
Inside the Tokenizer: Why the Same Prompt Costs Different Amounts on Every Model
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Inside the Tokenizer: Why the Same Prompt Costs Different Amounts on Every Model

#ai #llm #machinelearning #webdev
3
Comments 4
8 min read
A Claude Code skill fixed my app's UI — here's what broke and how to use it yourself
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A Claude Code skill fixed my app's UI — here's what broke and how to use it yourself

#flutter #ai #claude #designsystem
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Comments
3 min read
How PDF & Document Parsers Actually Work Under the Hood
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How PDF & Document Parsers Actually Work Under the Hood

#coding #computerscience #software #softwareengineering
Comments
6 min read
How I Stopped Burning Out as a Developer
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How I Stopped Burning Out as a Developer

#career #productivity #mentalhealth #webdev
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Comments 2
4 min read
How AI Is Reshaping Software Development (and Where It's Heading)
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How AI Is Reshaping Software Development (and Where It's Heading)

#ai #programming #software #career
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Comments 1
4 min read
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