DeepSeek reportedly in talks to raise $1.5B, then IPO
DeepSeek, the Chinese large language model developer, is said to be preparing for a 2027 IPO debut as it also looks to raise around $1.5 billion in ne…
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I Ran 10 AI Coding Models Through 5 Tasks: A Data Scientist's Take
I Ran 10 AI Coding Models Through 5 Tasks: A Data Scientist's Take I'll be honest — I went into this expecting a clear winner. I came out with a scatt…
How I Cut My OpenAI Bill by 97% — The Full Migration Guide
How I Cut My OpenAI Bill by 97% — The Full Migration Guide I still remember the morning I opened my OpenAI dashboard and saw the damage. $487.63 gone …
The Developer's Guide to Open-Source AI APIs at Scale
The Developer's Guide to Open-Source AI APIs at Scale Six months ago, I sat in front of a spreadsheet at 2 AM trying to decide whether to spin up our …
I Spent a Month Testing Chinese AI APIs — Here's What Actually Wins
I gotta say, i Spent a Month Testing Chinese AI APIs — Here's What Actually Wins Look, I'm just an indie hacker trying to ship products without going …
I Tested Direct Provider APIs vs Aggregators — Here's the Truth
I Tested Direct Provider APIs vs Aggregators — Here's the Truth Six months ago I was staring at a $48,000 invoice from an AI provider that shall not b…
The Developer's Guide to Picking the Right Coding LLM at Scale
The Developer's Guide to Picking the Right Coding LLM at Scale Six months ago, I was staring at our monthly AI bill — $14,000 and climbing fast. We we…
Stop Guessing: How I Pick AI API Architecture at Every Scale
Stop Guessing: How I Pick AI API Architecture at Every Scale I've been on both sides of this. Two years ago I was the lone backend engineer at a Serie…
KI-Modelle aus China: So schneiden sie gegen GPT & Gemini ab
China ist der westlichen Welt im KI-Rennen dicht auf den Fersen. Manche Modelle erreichen schon jetzt in Benchmarks die Leistungen von ChatGPT und Co.…
Migrating Off OpenAI: A Backend Engineer's Notes From Production
Check this out: migrating Off OpenAI: A Backend Engineer's Notes From Production I still remember the morning I opened our team's monthly invoice and …
Stop Guessing: Real Data Comparing Chinese and US AI Models
Stop Guessing: Real Data Comparing Chinese and US AI Models I run multi-region AI workloads for a living. My job is to keep p99 latency under 800ms wh…
KI made in China: Welche Modelle du unbedingt im Auge behalten solltest
China ist der westlichen Welt im KI-Rennen dicht auf den Fersen. Manche Modelle erreichen schon jetzt in Benchmarks die Leistungen von ChatGPT und Co.…
Choosing Between DeepSeek, Qwen, Kimi, and GLM at Scale
Choosing Between DeepSeek, Qwen, Kimi, and GLM at Scale Six months ago, my cloud bill was scaring me. We were running everything through a single West…
I Spent Weeks Comparing AI API Prices — Here's What I Found
So here's what happened: i Spent Weeks Comparing AI API Prices — Here's What I Found Last month my co-founder looked at our AWS bill and said somethin…
Facing US export controls, China's DeepSeek plans to make its own chips
It's early, but the plan is to reduce dependency on Nvidia and Huawei.
I Built a Self-Referential AI System. Then Anthropic Discovered the Same Architecture in Claude.
LLMs drift. They forget rules mid-conversation. They cannot verify their own output. These are not bugs in a single model — they are properties of any…
How I Manage My VPS With Pi’s SSH Extension
Let me be honest about my Linux level first, because this whole article depends on it. I live in my IDE. These days, an agentic desktop. I write promp…
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2025?
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2025? I've spent the last decade designing systems that need to stay up no matter what.…
How I Cut My LLM API Bill by 40x: A Freelancer's Migration Story
How I Cut My LLM API Bill by 40x: A Freelancer's Migration Story Last month I almost choked on my coffee when my OpenAI dashboard showed $487.32 for a…
Why I Ditched Vendor Lock-In: An Open Source Dev's Take on AI API Strategy
Why I Ditched Vendor Lock-In: An Open Source Dev's Take on AI API Strategy Look, I've been writing code since before most "AI wrapper" startups existe…
Enterprise vs Startup AI API: Which Actually Wins?
Here's the thing: i built LLM pipelines for a mid-stage fintech before joining Global API's solutions team. Every quarter the same argument came up: d…
From MVP to Enterprise: Architecting AI APIs That Don't Fail at 3AM
From MVP to Enterprise: Architecting AI APIs That Don't Fail at 3AM I've been on-call for enough production incidents to know that the difference betw…
I Spent 30 Days Comparing Startup and Enterprise AI APIs
I Spent 30 Days Comparing Startup and Enterprise AI APIs Look, I'm just a dude building a SaaS side project. Not enterprise, not Fortune 500, just me …
I Cut My LLM Bill 40x and Rewrote Nothing: A CTO's Migration Story
Here's the thing: i Cut My LLM Bill 40x and Rewrote Nothing: A CTO's Migration Story Six months ago my CFO slid a single line item across the table. O…
DeepSeek's new open models give everyone a million-word memory by default
DeepSeek has previewed its V4 model family, led by a 1.6 trillion-parameter flagship, and made a one-million-token context window the default across a…
How I Found the Best AI Coding Model Without Going Broke
How I Found the Best AI Coding Model Without Going Broke So here's the thing. I just finished a coding bootcamp a few months ago, and I was riding tha…
Why I Stopped Recommending "Just Go Direct" for AI APIs
I gotta say, why I Stopped Recommending "Just Go Direct" for AI APIs I used to tell every founder I advised the same thing: "Skip the middleman, hit O…
DeepSeek's DSpark Brings Speculative Decoding Back Into the Spotlight — Here's What Developers Need to Know
Introduction Speculative decoding is one of those techniques that has been "almost ready for production" for the better part of three years. A small d…
The Developer's Guide to Trimming AI API Costs Without Crying
The Developer's Guide to Trimming AI API Costs Without Crying Last March, I opened our team's LLM billing dashboard on a Monday morning and nearly cho…
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Wins in 2025?
Honestly, deepSeek vs Qwen vs Kimi vs GLM: Which AI API Wins in 2025? I'll be honest — when I first started comparing these four Chinese AI model fami…