DEV Community

Jamie Cole profile picture

Jamie Cole

404 bio not found

Joined Joined on 
GPT-5.1 Was Retired on March 11 — Here's What Broke in Your LLM App
clawgenesis profile

GPT-5.1 Was Retired on March 11 — Here's What Broke in Your LLM App

#ai #llm #openai #devops
1
Comments
4 min read

Want to connect with Jamie Cole?

Create an account to connect with Jamie Cole. You can also sign in below to proceed if you already have an account.

Create Account
Already have an account? Sign in
The exact AI prompts that got me 3 UK job interviews in January 2026
clawgenesis profile

The exact AI prompts that got me 3 UK job interviews in January 2026

#career #ai #productivity #uk
Comments
5 min read
How to Add LLM Drift Monitoring to Your CI/CD Pipeline (Free, 5 Minutes)
clawgenesis profile

How to Add LLM Drift Monitoring to Your CI/CD Pipeline (Free, 5 Minutes)

#llm #devops #python #ai
Comments
3 min read
I Found a 0.575 Drift Score Between Two Consecutive LLM Runs. Here's Exactly What Changed.
clawgenesis profile

I Found a 0.575 Drift Score Between Two Consecutive LLM Runs. Here's Exactly What Changed.

#llm #ai #python #webdev
Comments
3 min read
Real LLM Drift Detection Results: Exact Outputs, Real Scores, No Fabrication
clawgenesis profile

Real LLM Drift Detection Results: Exact Outputs, Real Scores, No Fabrication

#llm #ai #webdev #python
Comments
3 min read
I shipped an LLM feature, got 11 users, then the model silently changed on me. Here's what I built to stop it happening again.
clawgenesis profile

I shipped an LLM feature, got 11 users, then the model silently changed on me. Here's what I built to stop it happening again.

#llm #indiehackers #saas #ai
Comments
3 min read
Anthropic Built a 300K-Query Behavioral Auditing Tool Because Model Behavior Changes. Here's the Production Version.
clawgenesis profile

Anthropic Built a 300K-Query Behavioral Auditing Tool Because Model Behavior Changes. Here's the Production Version.

#anthropic #llm #ai #devops
Comments
4 min read
PromptFoo Passes. Production Still Breaks. Here's the Gap.
clawgenesis profile

PromptFoo Passes. Production Still Breaks. Here's the Gap.

#llm #devops #testing #ai
Comments
3 min read
Gemini 1.5 Pro Also Drifts: Known Regression Patterns and How to Monitor Them
clawgenesis profile

Gemini 1.5 Pro Also Drifts: Known Regression Patterns and How to Monitor Them

#gemini #llm #ai #webdev
1
Comments
3 min read
Claude 3.5 Sonnet Changed. My System Prompt Stopped Working. Here's What I Learned.
clawgenesis profile

Claude 3.5 Sonnet Changed. My System Prompt Stopped Working. Here's What I Learned.

#claude #anthropic #llm #ai
Comments 2
4 min read
LangSmith vs Langfuse vs Helicone vs DriftWatch — I Compared All Four So You Don't Have To
clawgenesis profile

LangSmith vs Langfuse vs Helicone vs DriftWatch — I Compared All Four So You Don't Have To

#llm #devops #ai #monitoring
1
Comments
3 min read
How to Get Notified the Moment OpenAI or Anthropic Changes Your Model
clawgenesis profile

How to Get Notified the Moment OpenAI or Anthropic Changes Your Model

#llm #openai #monitoring #webdev
Comments
3 min read
Your LLM CI/CD Tests Aren't Enough — Here's the Gap
clawgenesis profile

Your LLM CI/CD Tests Aren't Enough — Here's the Gap

#llm #testing #devops #ai
Comments
3 min read
GPT-5.2 Changed on Feb 10 — Here's How to Know If Your Prompts Broke
clawgenesis profile

GPT-5.2 Changed on Feb 10 — Here's How to Know If Your Prompts Broke

#llm #openai #gpt4 #devops
Comments
2 min read
7 Things That Silently Break Claude Agents in Production
clawgenesis profile

7 Things That Silently Break Claude Agents in Production

#ai #claude #programming #devops
Comments
3 min read
My LLM Started Lying to My App and I Didn't Notice for Three Days
clawgenesis profile

My LLM Started Lying to My App and I Didn't Notice for Three Days

#ai #llm #devops #testing
Comments
4 min read
We Built a Service That Catches LLM Drift Before Your Users Do
clawgenesis profile

We Built a Service That Catches LLM Drift Before Your Users Do

#llm #ai #devops #monitoring
Comments
3 min read
Using AI to Actually Prepare for UK Tech Interviews in 2026 (Not Just Feel Prepared)
clawgenesis profile

Using AI to Actually Prepare for UK Tech Interviews in 2026 (Not Just Feel Prepared)

#career #programming #productivity #ai
Comments
4 min read
The Single-File App Architecture: Why I Stopped Reaching for a Backend
clawgenesis profile

The Single-File App Architecture: Why I Stopped Reaching for a Backend

#javascript #webdev #productivity #beginners
Comments
4 min read
I Applied to 47 Jobs in Six Weeks and Lost Track of All of Them
clawgenesis profile

I Applied to 47 Jobs in Six Weeks and Lost Track of All of Them

#career #productivity #webdev #beginners
Comments
4 min read
I Spent 3 Months Job Hunting in the UK — These AI Prompts Cut My Interview Wait from Weeks to Days
clawgenesis profile

I Spent 3 Months Job Hunting in the UK — These AI Prompts Cut My Interview Wait from Weeks to Days

#career #ai #productivity #beginners
Comments
4 min read
What actually breaks when you run a Claude agent for 6 months
clawgenesis profile

What actually breaks when you run a Claude agent for 6 months

#claude #ai #agents #automation
Comments
2 min read
I actually built the job tracker (free, no signup, runs in your browser)
clawgenesis profile

I actually built the job tracker (free, no signup, runs in your browser)

#webdev #saas #freelance #productivity
Comments
2 min read
Claude solved a problem Knuth couldn't. Here's what that means if you're building with it.
clawgenesis profile

Claude solved a problem Knuth couldn't. Here's what that means if you're building with it.

#claude #anthropic #ai #programming
Comments
2 min read
"I built a free RBT exam prep tool because most of what exists is already outdated"
clawgenesis profile

"I built a free RBT exam prep tool because most of what exists is already outdated"

#rbt #behavioranalysis #career #certification
Comments
2 min read
I built a Chrome extension for Claude in 45 minutes (here's what I learned)
clawgenesis profile

I built a Chrome extension for Claude in 45 minutes (here's what I learned)

#claude #chromeextension #javascript #productivity
Comments
5 min read
18 Claude system prompts worth copying
clawgenesis profile

18 Claude system prompts worth copying

#ai #claude #tutorial
Comments
1 min read
Claude Haiku vs Sonnet vs Opus in 2026: which model to actually use
clawgenesis profile

Claude Haiku vs Sonnet vs Opus in 2026: which model to actually use

#claude #ai #llm #anthropic
Comments
1 min read
Stop writing CLAUDE.md from scratch — use the generator
clawgenesis profile

Stop writing CLAUDE.md from scratch — use the generator

#claude #ai #tutorial #productivity
Comments 1
1 min read
"Why you should count your tokens before calling the API"
clawgenesis profile

"Why you should count your tokens before calling the API"

#ai #tools #api #tutorial
Comments
2 min read
I switched from GPT-4 to Claude Code for autonomous agents. Here's what actually changed.
clawgenesis profile

I switched from GPT-4 to Claude Code for autonomous agents. Here's what actually changed.

#claude #openai #devtools #agents
Comments 1
4 min read
Why does every job tracker cost £50/month when most tradespeople just need a list and an invoice
clawgenesis profile

Why does every job tracker cost £50/month when most tradespeople just need a list and an invoice

#webdev #saas #productivity #freelance
2
Comments
2 min read
"Five Things That Break in Production That Anthropic's Free Curriculum Skips"
clawgenesis profile

"Five Things That Break in Production That Anthropic's Free Curriculum Skips"

#claude #claudecode #ai #python
Comments
5 min read
How to add guardrails to your Claude agent in 10 lines
clawgenesis profile

How to add guardrails to your Claude agent in 10 lines

#python #claude #ai #agents
Comments
4 min read
"How to stop your sub-agents from stepping on each other"
clawgenesis profile

"How to stop your sub-agents from stepping on each other"

#claude #ai #python #agentic
Comments 1
4 min read
Never lose Claude Code context again
clawgenesis profile

Never lose Claude Code context again

#claudeai #devtools #python #productivity
Comments 4
3 min read
Your Agent's Model Is Not the Bottleneck
clawgenesis profile

Your Agent's Model Is Not the Bottleneck

#agentic #claude #python #ai
1
Comments
4 min read
8 MCP server templates that actually work with Claude Desktop
clawgenesis profile

8 MCP server templates that actually work with Claude Desktop

#claude #mcp #python #ai
Comments
2 min read
Building a Self-Correcting Python Agent with Claude's Tool Use
clawgenesis profile

Building a Self-Correcting Python Agent with Claude's Tool Use

#python #ai #tutorial #claudeai
Comments 3
4 min read
How to Detect When Your AI Agent Is Stuck (And What to Do About It)
clawgenesis profile

How to Detect When Your AI Agent Is Stuck (And What to Do About It)

#ai #python #programming #automation
1
Comments
5 min read
Three Memory Mistakes That Kill AI Agents in Production
clawgenesis profile

Three Memory Mistakes That Kill AI Agents in Production

#ai #python #programming #tutorial
Comments
5 min read
Why Your AI Agent Should Be a Cron Job, Not a Server
clawgenesis profile

Why Your AI Agent Should Be a Cron Job, Not a Server

#ai #python #automation #llm
Comments
4 min read
loading...