Shadman Ahmed
Software Architect
Software architect and AI tools enthusiast. I test, benchmark, and review AI models and developer tools so you don't have to.
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Pinecone vs Weaviate vs Chroma: The Honest Verdict
A hands-on comparison of three leading vector databases with real Python code, setup walkthroughs, and a clear recommendation for every use case.
Google Translate Gets 3 Smart AI Buttons You'll Actually Use
Google Translate now offers alternative translations, an "understand" button for context, and an "ask" button for follow-ups — all powered by Gemini AI. Here's what changes for the 1 billion+ people who rely on it.
OpenAI's Model Spec Explained: 5 Rules Governing ChatGPT
OpenAI just pulled back the curtain on the Model Spec — the 100-page rulebook that dictates what ChatGPT will and won't do. Here's what it means for users, developers, and the future of AI safety.
STADLER Bets Big: ChatGPT for All 650 Employees
STADLER Anlagenbau, a 235-year-old German waste recycling equipment maker, has rolled out ChatGPT Enterprise to every single one of its 650 employees — turning a centuries-old manufacturer into an AI-first operation.
GLM-5.1 Hits 95% of Claude's Coding Score, Open Source
Zhipu AI's GLM-5.1 scores 94.6% of Claude Opus 4.6's coding performance in testing. Built on GLM-5's open-source SWE-bench record of 77.8%, here's what this means for developers.
DGX Spark vs Mac Studio M3 Ultra: $10K AI Showdown
Both cost $10K. Both run Qwen3.5 397B locally. But a dual DGX Spark setup and a Mac Studio M3 Ultra 256GB deliver wildly different experiences — here's who wins and why.
OpenAI's New Safety Bug Bounty Pays for 3 Types of AI Flaws
OpenAI just launched a Safety Bug Bounty program on Bugcrowd that rewards researchers for finding agentic vulnerabilities, prompt injection attacks, and data exfiltration bugs — even when they don't qualify as traditional security flaws.
5 Big Upgrades in Google's Gemini 3.1 Flash Live
Google just dropped Gemini 3.1 Flash Live — a real-time audio AI model with 2x longer conversation tracking, 90+ languages, and seriously better noise filtering. Here's what matters.
OpenAI Open-Sources 5 Teen Safety Rules for AI Apps
OpenAI releases gpt-oss-safeguard, a free open-source toolkit with prompt-based teen safety policies covering five risk categories. Here's what it means for developers building AI apps used by minors.
AI Benchmarks Are Broken — This Book Explains Why
A new book by Moritz Hardt argues that benchmark rankings — not scores — are what actually matter. We tested his thesis against every major 2026 AI benchmark.
Claude Desktop: 5-Step Setup From MCP to Cowork
Set up the Claude desktop app from scratch — MCP extensions, Cowork agent, Computer Use, and power-user tips that'll save you hours.
OpenAI Japan's 5-Pillar Teen Safety Blueprint Explained
OpenAI Japan just launched its Teen Safety Blueprint — a framework combining age estimation, parental controls, and well-being safeguards to protect the 46% of Japanese high schoolers already using generative AI.