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Insights on AI, Machine Learning, Web Development, and emerging technologies from industry experts.
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49–60 of 539
Maximize output quality by applying structured reasoning pathways and agentic planning frames directly inside prompts.
Mahmudul Haque Qudrati
CEO & ML Engineer
The GSC Search Analytics API lets you pull performance data programmatically, build automated reports, and set up traffic drop alerts - no more manual CSV exports.
Mahmudul Haque Qudrati
CEO & ML Engineer
How to guarantee LLMs conform to schema specifications for databases and APIs using instructor libraries and native compiler features.
Mahmudul Haque Qudrati
CEO & ML Engineer
Treating prompts as code: how to track prompt changes, version them in git, and run automated regression tests on code changes.
Mahmudul Haque Qudrati
CEO & ML Engineer
SWE-Bench tests LLMs on 2,294 real GitHub issues from popular Python repositories, evaluating whether the model can write code that passes the existing test suite - a far harder and more realistic evaluation than HumanEval.
Mahmudul Haque Qudrati
CEO & ML Engineer
ONNX (Open Neural Network Exchange) is the universal model format - export from PyTorch, scikit-learn, or HuggingFace and run 3x faster inference with ONNX Runtime on CPU or GPU.
Mahmudul Haque Qudrati
CEO & ML Engineer
Understanding how provider-side prompt caching caches system instructions and history files to drop latency and input token pricing.
Mahmudul Haque Qudrati
CEO & ML Engineer
How to engineer a centralized routing layer that handles API keys, logs usage, automatically retries on rate limits, and falls back to backup models.
Mahmudul Haque Qudrati
CEO & ML Engineer
Where LLMs genuinely add value in business analysis, where they are unreliable, and the analyst workflow that gets results without creating liability.
Mahmudul Haque Qudrati
CEO & ML Engineer
When local LLMs make sense for privacy, how to set up Ollama with IDE integration, performance benchmarks on real hardware, and the honest quality trade-off.
Mahmudul Haque Qudrati
CEO & ML Engineer
How the Vercel AI SDK unifies LLM providers, the key functions (streamText, generateObject, useChat), Next.js App Router integration, and when to use it over calling APIs directly.
Mahmudul Haque Qudrati
CEO & ML Engineer
Complete guide to the Anthropic API - authentication, message format, streaming, tool use, prompt caching for 90% cost reduction, batch processing, and production error handling.
Mahmudul Haque Qudrati
CEO & ML Engineer