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Developer Tools
Claude Code, Cursor, Copilot, open-source tools reviewed honestly
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AgentOps records every session your AI agents run, logging LLM calls, tool use, costs, and errors - with replay capabilities for debugging and integration with CrewAI, AutoGen, and LangChain.
Mahmudul Haque Qudrati
CEO & ML Engineer
MLflow 2.x adds native LLM tracing, prompt versioning, and model registry support - bringing the same experiment discipline from ML training to LLM application development.
Mahmudul Haque Qudrati
CEO & ML Engineer
TGI is HuggingFace's open-source LLM serving engine with continuous batching, tensor parallelism, and an OpenAI-compatible API - deployable in one Docker command.
Mahmudul Haque Qudrati
CEO & ML Engineer
Groq's Language Processing Unit achieves 800+ tokens/sec on Llama 3.1 70B - 10-20x faster than GPU inference. Here's how to use GroqCloud and integrate it into existing OpenAI pipelines.
Mahmudul Haque Qudrati
CEO & ML Engineer
pnpm 9 introduces Catalogs for shared dependency versions and strict symlink node_modules that prevent phantom dependencies - here is the complete workspaces setup guide.
Mahmudul Haque Qudrati
CEO & ML Engineer
HuggingFace Inference Endpoints turns any model from the Hub into a private, auto-scaling REST API on AWS or Azure - with optional VPC isolation and TGI optimization.
Mahmudul Haque Qudrati
CEO & ML Engineer
Biome formats and lints your JavaScript and TypeScript code in a single pass, runs 50x faster than Prettier, and migrates automatically from ESLint and Prettier configs.
Mahmudul Haque Qudrati
CEO & ML Engineer
W&B provides experiment tracking for fine-tuning runs and LLM tracing via Weave, letting you compare models, trace agent calls, and manage models in a production registry.
Mahmudul Haque Qudrati
CEO & ML Engineer
Gemini 1.5 Pro's 1M token context window lets you feed an entire GitHub repository into a single prompt - enabling code review, refactoring, and debugging workflows that no smaller context model can match.
Mahmudul Haque Qudrati
CEO & ML Engineer
Turborepo's task graph and remote cache cut monorepo build times dramatically - here is how to set it up with pnpm workspaces, Docker, and self-hosted caching.
Mahmudul Haque Qudrati
CEO & ML Engineer
Weaviate vectorizes text and images automatically with pluggable vectorizer modules, and combines BM25 keyword search with vector search in a single hybrid query.
Mahmudul Haque Qudrati
CEO & ML Engineer
LiteLLM normalizes the APIs of OpenAI, Anthropic, Bedrock, Gemini, and 100+ other providers into one OpenAI-compatible interface with built-in fallbacks and cost tracking.
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