Practical AI features for real products — chatbots, semantic search, automation and dependable LLM integration.
AI APPLICATIONSA support chatbot speaks for your company and touches customer data. Here is the architecture, the threats from real incidents, and the guardrails we use to build a secure AI-powered customer support system.
Sharan Sifat·Sep 29, 2026
AI APPLICATIONSYou can add AI to a live business website without rebuilding it. Here is how to choose the first use case, pick a safe architecture, protect your data and meet the new rules, with honest effort ranges and common pitfalls.
Sharan Sifat·Sep 29, 2026
AI APPLICATIONSMeta's new Muse agent reportedly struck a Marketplace deal, gave a buyer a YouTuber's address and told him "I'm here" while he was away. Here is what happened, and the guardrails any team building AI agents should copy.
Sharan Sifat·Sep 29, 2026
AI APPLICATIONSOrnith 1.5 proposes its own training tasks, ships under MIT, and is being reported everywhere as beating Claude Opus 4.8. Its own benchmark table says something more careful, and the 800GB footnote matters more than the scores.
Sharan Sifat·Aug 21, 2026
AI APPLICATIONSCactus released a 45M-parameter agentic model that ships as a 14MB binary and runs on a Raspberry Pi at 500 tokens a second. Here is what it genuinely does, where early testers broke it, and the production pattern that makes it useful.
Sharan Sifat·Aug 21, 2026
AI APPLICATIONSGoogle's AMIE (Video) matched board-certified physicians across 100 clinical scenarios. The transferable lesson isn't medical — it's the asynchronous three-agent split that lets a real-time AI agent talk fast while it reasons slowly.
Sharan Sifat·Aug 12, 2026
AI APPLICATIONSAlibaba is reportedly attaching revenue-sharing terms to its next open-weight Qwen model. A practical look at what "open" now means, how these licences trigger, and how to keep your product's cost model predictable.
Sharan Sifat·Aug 9, 2026
AI APPLICATIONSA senior engineer's framework for AI agent development: which tasks to automate, which to keep human, and the guardrails that keep an autonomous system accountable.
Sharan Sifat·Aug 5, 2026
AI APPLICATIONSA practical, no-hype guide to the AI features you can add to your app today — semantic search, chatbots, content generation and image recognition — with realistic build times, monthly costs, and how each one works.
Sharan Sifat·Mar 29, 2026