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Insights on AI, Machine Learning, Web Development, and emerging technologies from industry experts.
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Wei et al. 2022 showed that prompting LLMs to show their reasoning steps - chain-of-thought - dramatically improves performance on arithmetic and logical reasoning tasks.
Mahmudul Haque Qudrati
CEO & ML Engineer
OpenAI's text-embedding-3-small and text-embedding-3-large introduce Matryoshka representation learning - you can truncate dimensions without retraining, cutting storage costs while keeping most retrieval quality.
Mahmudul Haque Qudrati
CEO & ML Engineer
Nous Research's OpenHermes 2.5 demonstrates that one million carefully curated synthetic conversations can produce an instruction model that rivals much larger open weights.
Mahmudul Haque Qudrati
CEO & ML Engineer
Gemini 1.5 Pro offers a 1 million (and experimental 2 million) token context window with 99%+ needle-in-haystack recall. Here's how to use it for long-context tasks.
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
Pandas 2.x introduces Copy-on-Write semantics by default and a PyArrow memory backend that uses 10x less memory on string columns - here is what changed and how to migrate.
Mahmudul Haque Qudrati
CEO & ML Engineer
BGE-M3 from BAAI unifies three retrieval paradigms in one model - dense vectors, sparse keyword matching, and ColBERT multi-vector scoring - across 100+ languages with 8192 token support.
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
CrewAI structures multi-agent AI around roles, goals, and backstories - giving each agent a defined identity and letting them collaborate on complex tasks autonomously.
Mahmudul Haque Qudrati
CEO & ML Engineer
React 19 is a foundational shift in how you handle async mutations, data loading, and optimistic UI - here is every new API with real code examples.
Mahmudul Haque Qudrati
CEO & ML Engineer
A step-by-step workflow for turning GSC Performance data into actual ranking improvements - CTR optimization, quick-win keywords, and trend tracking.
Mahmudul Haque Qudrati
CEO & ML Engineer
Claude 3.5 Sonnet scored 49% on SWE-Bench Verified, outperforming GPT-4o by 11 points. Here's what makes it exceptional for coding tasks and how to use it.
Mahmudul Haque Qudrati
CEO & ML Engineer