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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Qwen3.5 vs Gemma4: 4 Models Tested for Local Coding
We break down benchmarks across all four Qwen3.5 and Gemma4 variants for local agentic coding on a 4090 — speed, code quality, VRAM, and context. One clear winner emerges.
10 Tricks to Slash Your AI API Bill by 80%
Most teams overpay for AI by 3-5x. Here are 10 proven strategies to reduce AI API costs — from smart model routing to prompt caching — with real pricing math and code examples.
Ditch the API Bill: Run Claude Code on Local LLMs
Connect Claude Code CLI to a local llama.cpp server in under 10 minutes. Full tutorial covering terminal setup, VS Code integration, and performance tuning for local open-weight models.
LLM Benchmarks 2026: 8 Tests and Still No Winner
We compared Claude Opus 4.6, GPT-4o, o3, DeepSeek R1, and Gemini 2.5 Pro across 8 major benchmarks. The result? No single model dominates everything — and that matters more than you think.
Gemini vs ChatGPT: 6 Benchmarks Decide the 2026 Winner
We compared Gemini 2.5 Pro and GPT-4o across benchmarks, pricing, and features. One wins on quality, the other on value — here's the honest breakdown for 2026.
Build 3 AI Automations With n8n and Claude Today
Learn how to build three practical AI automations using n8n and Claude — from email summaries to intelligent agents — without writing a single line of code.
8 Best Vector Databases for AI in 2026, Ranked
We tested and ranked the top 8 vector databases for AI applications in 2026 — from managed solutions like Pinecone to open-source options like Qdrant and pgvector.
Perplexity Pro 2026: An 8.3/10 Worth Paying For?
Perplexity Pro costs $20/month for cited AI search with multi-model access. We break down every feature, test real scenarios, and tell you exactly who should — and shouldn't — subscribe.
RAG vs Fine-Tuning: 7 Factors That Actually Matter
RAG retrieves knowledge at query time while fine-tuning bakes it into the model. This data-driven comparison breaks down cost, latency, accuracy, and 4 more factors to help you pick the right approach.
15 Free AI Tools Actually Worth Using in 2026
We tested dozens of free AI tools and ranked the 15 that actually deliver. From DeepSeek to Cursor to ElevenLabs, here's what's worth your time in 2026.
Build a Working AI Agent With LangChain in 5 Steps
Learn how to build an AI agent with LangChain and LangGraph that uses tools, reasons through problems, and remembers conversations — complete with working Python code you can run in 30 minutes.
Best AI Image Generator in 2026: 3 Tools Compared
Midjourney, DALL-E 3, and Stable Diffusion each win at different things. Here's an honest, data-driven breakdown to help you pick the right AI image generator for your actual workflow.