Tag: ChatGPT

AI & Machine Learning Jun 23, 2026 • 4 min read

I Almost Built a $2,300 Bug Into Production (And You Probably Will Too)

Last month, I was setting up LiteLLM for a project that needed to juggle multiple AI providers. DeepSeek for everyday tasks, GPT-4o as "backup." Simple, right? I was configuring the fallback chain when something in my head clicked, I'd seen this exact pattern destroy budgets at...

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Startups Claude

AI & Machine Learning Jun 22, 2026 • 4 min read

When Enterprise AI Actually Works: Samsung's ChatGPT Rollout Made Me Reconsider What's Possible

Last week, I was debugging a particularly nasty authentication issue in our API when I caught myself thinking: "I could really use an AI that actually understands the context here." Three hours later, I had my answer from ChatGPT, and it was better than I expected. Then I read th...

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Startups ChatGPT

Web Development Jun 22, 2026 • 4 min read

I Got Blindsided By My AI Gateway Bill, Here's What I Should Have Known

Three months into production, I got a Slack message from our finance team that made my stomach drop. Our OpenAI bill had multiplied by 4x with no corresponding increase in user traffic. I spent two hours digging through logs, convinced we had a runaway process or a customer abusi...

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Claude ChatGPT

AI & Machine Learning Jun 20, 2026 • 4 min read

When AI Stops Guessing About Your Health: Why I'm Cautiously Optimistic About ChatGPT's New Medical Capabilities

I got a Slack message last week from a non-technical friend asking if she could use ChatGPT to figure out what was wrong with her knee. I immediately felt that familiar tension, the same one I experience every time AI capabilities cross into domains where getting things wrong genu...

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ChatGPT OpenAI

AI & Machine Learning Jun 19, 2026 • 4 min read

Why Enterprise AI is Finally Getting the Cost Controls That Should've Existed from Day One

I spent three weeks last month debugging why our API bills spiked 40% after integrating ChatGPT into our internal tools. Not because we were using it more, we weren't. But because nobody had visibility into *who* was burning tokens or *which* features were driving costs. It was li...

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AWS Python

Design & UX Jun 18, 2026 • 5 min read

Stop Treating DESIGN.md Like a Footnote, It's Your Bridge to AI

Last month, I was knee-deep in a project where our designer and I kept talking past each other. She'd hand off a Figma file with beautiful components, but when I started building, small inconsistencies would stack up. Padding here was different from padding there. Color tokens we...

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Claude ChatGPT

Tech News Jun 18, 2026 • 4 min read

ChatGPT's Monopoly Was Never Going to Last, and That's Actually Good News for Developers

I remember exactly when I stopped feeling like ChatGPT was the only tool in the room. It was March 2025, mid-project, when Claude 3.5 handled a complex code refactoring task so cleanly that I just... switched. No drama, no announcement, I just opened a new tab and haven't looked b...

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Claude ChatGPT

AI & Machine Learning Jun 18, 2026 • 4 min read

When AI Stops Being a Code Completion Tool and Starts Doing Your Job

Last month, a junior developer on my team asked me point-blank: "If AI can write code, why are you still here?" I laughed it off. Then I read about OpenAI and Molecule.one getting GPT to autonomously optimize a medicinal chemistry reaction, and the question didn't seem so funny a...

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Claude ChatGPT

Tech News Jun 16, 2026 • 4 min read

I Built Search Features for Years, Meta's AI Mode Just Reminded Me Why I'm Worried

Last week, I was debugging a search feature in one of my side projects when a user reported something that's been stuck in my head: they asked the system "Is it safe to give my cat ibuprofen?" and got back synthesized information from random forum posts that were, frankly, contra...

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ChatGPT Algorithms

AI & Machine Learning Jun 14, 2026 • 4 min read

Why I Started Taking Model Stability Seriously (After Breaking Production)

Last year, I deployed a credit scoring model that looked perfect on paper. AUC of 0.85, Gini coefficient that made the data scientists nod approvingly, impressive performance metrics across the board. Three months into production, it started failing silently. The model's discrimi...

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ChatGPT Algorithms