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Insights on AI, Machine Learning, Web Development, and emerging technologies from industry experts.
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A comprehensive 25-point technical SEO checklist covering crawlability, indexability, page speed, and structured data - with how to fix every issue.
Mahmudul Haque Qudrati
CEO & ML Engineer
At $0.25/1M input tokens with 200k context, Claude 3 Haiku is Anthropic's cost-optimized model. The Message Batches API cuts costs another 50%.
Mahmudul Haque Qudrati
CEO & ML Engineer
Chroma runs in-process with zero setup, embeds text automatically with a default model, and scales to a client-server deployment when you outgrow local mode.
Mahmudul Haque Qudrati
CEO & ML Engineer
Scikit-learn remains the best library for classical ML on tabular data - v1.4+ adds HDBSCAN, TunedThresholdClassifierCV, and better Pipeline verbosity while staying beginner-friendly.
Mahmudul Haque Qudrati
CEO & ML Engineer
Tree of Thoughts treats problem-solving as a search problem, having the LLM generate multiple reasoning branches, self-evaluate each, and backtrack when stuck - dramatically improving on hard reasoning tasks.
Mahmudul Haque Qudrati
CEO & ML Engineer
Upstage's SOLAR 10.7B uses depth upscaling - duplicating and fine-tuning Llama 2 layers - to create a model that outperforms 30B-class models on the HuggingFace leaderboard while remaining practical to serve.
Mahmudul Haque Qudrati
CEO & ML Engineer
The Vercel AI SDK unifies streaming text, structured output, tool calls, and multi-step agents across all major AI providers with a single consistent API.
Mahmudul Haque Qudrati
CEO & ML Engineer
Replicate provides a pay-per-second API for running Llama 3, SDXL, Whisper, and hundreds of other open-source models without provisioning any infrastructure.
Mahmudul Haque Qudrati
CEO & ML Engineer
IndexNow is a push-based URL notification protocol that lets you tell search engines about new or changed content the moment it publishes, bypassing the traditional crawl queue.
Mahmudul Haque Qudrati
CEO & ML Engineer
Qwen 2.5 72B scores 9.12 on MT-Bench (vs GPT-4o at 9.18), supports 29 languages, and runs locally via Ollama. Here's how to get started.
Mahmudul Haque Qudrati
CEO & ML Engineer
Qdrant combines HNSW indexing, hybrid search, and rich payload filtering in a Rust-native vector database that scales from Docker to multi-node Qdrant Cloud.
Mahmudul Haque Qudrati
CEO & ML Engineer
Microsoft's Kosmos-2 produces bounding box coordinates inline with its text output, connecting every noun and phrase in its response to a specific region of the image.
Mahmudul Haque Qudrati
CEO & ML Engineer