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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7 Rules That Make AI Coding Assistants Actually Useful
Most developers leave 80% of AI coding value on the table. These 7 practical rules — from prompt craft to review workflows — will change how you ship code with tools like Cursor, Claude Code, and GitHub Copilot.
OpenAI vs Anthropic API: Which One Earns Your Money?
A data-driven comparison of OpenAI and Anthropic APIs covering pricing, benchmarks, context windows, developer experience, and ecosystem support to help you pick the right one for production.
Suno AI Music Guide: 7 Steps to Your First Song
Learn how to use Suno to create full AI-generated songs with vocals, from your first prompt to advanced v5.5 features like Voices and Custom Models.
Ditch the API: 8 Open Source LLMs for Local AI in 2026
We tested the top 8 open source LLMs you can run on your own hardware in 2026 — from the 14B Phi-4 to the 671B DeepSeek V3. Here's what's actually worth your VRAM.
Runway Gen-3 Rated 8.2/10: The Honest Verdict
Runway Gen-3 Alpha earns 8.2/10 in our honest review. Strong creative controls and cinematic output, but Kling AI and Google Veo now score higher. Here's who should still pick it — and who shouldn't.
Ollama vs LM Studio: 7 Differences That Matter
Ollama is a CLI-first tool built for developers who want API access and Docker deployment. LM Studio is a polished desktop app for anyone who wants to chat with local models visually. Here's how to choose.
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.