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Developer Tools
Claude Code, Cursor, Copilot, open-source tools reviewed honestly
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Gradio lets you wrap any Python function in a web UI with automatic type inference, and every app doubles as a REST API - deploy to Hugging Face Spaces for free in minutes.
Mahmudul Haque Qudrati
CEO & ML Engineer
Streamlit turns Python scripts into interactive web apps with no frontend knowledge required - build a working ML demo, RAG chatbot, or data dashboard and deploy it for free.
Mahmudul Haque Qudrati
CEO & ML Engineer
Open WebUI gives you a full-featured, self-hosted chat interface with RAG, multi-user support, and image generation - running entirely on your infrastructure.
Mahmudul Haque Qudrati
CEO & ML Engineer
BigCode's StarCoder2-15B is trained on The Stack v2 covering 619 programming languages, bringing fill-in-the-middle completion and strong HumanEval scores to a model you can run without a vendor contract.
Mahmudul Haque Qudrati
CEO & ML Engineer
LM Studio gives you a polished desktop GUI for downloading GGUF models, tuning GPU layers, and serving an OpenAI-compatible local API - no command line required.
Mahmudul Haque Qudrati
CEO & ML Engineer
DeepSeek-Coder-V2 packs 236 billion total parameters into a mixture-of-experts architecture that activates only 21B per forward pass - delivering GPT-4-class coding performance at $0.14 per million tokens.
Mahmudul Haque Qudrati
CEO & ML Engineer
Groq's Language Processing Unit delivers 800+ tokens/sec on Llama 3.1 70B with near-zero latency - here is the architecture reason why, and how to use it.
Mahmudul Haque Qudrati
CEO & ML Engineer
Alibaba's Qwen2.5-Coder 32B scores 92.7% on HumanEval and 90.2% on MBPP, putting it within striking distance of GPT-4o on programming tasks - at zero API cost if you self-host.
Mahmudul Haque Qudrati
CEO & ML Engineer
PagedAttention makes vLLM the fastest open-source LLM inference server - here is how to deploy it with Docker, tune quantization, and scale across GPUs.
Mahmudul Haque Qudrati
CEO & ML Engineer
Install Ollama on any platform, pull models in one command, and serve an OpenAI-compatible REST API - all without sending data to the cloud.
Mahmudul Haque Qudrati
CEO & ML Engineer
Deep dives into ML algorithms, models, and applications
AI trends, techniques, and real-world implementations
How LLMs work, honest comparisons, and production usage
Every technique that works — with real examples
Local LLMs, open models, free AI infrastructure
Fewer tokens, cheaper APIs, local alternatives with real numbers
Benchmarks explained, evaluation frameworks, model testing
LLM SEO, AI SEO, Google AI Overviews, developer marketing
iOS, Android, and cross-platform mobile app development
Modern web technologies, frameworks, and best practices
Data analysis, visualization, and engineering insights
Autonomous agents, LLM applications, and intelligent systems