Sarang Kulkarni on Lessons from Building Deep Research Agents in Production
Deep Research Agentic Systems are AI Agents designed to conduct multi-step research for complex tasks using dynamic reasoning, multi-hop information r…
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Uber Improves Restaurant Recommendations Using Real-Time Signals and Listwise Ranking
Uber updates its Uber Eats Home Feed recommendation system using near real-time user sequence features and a Generative Recommender model. The system …
Amazon’s new Alexa+ powered feature can generate podcast episodes
Amazon’s Alexa+ can now generate custom AI podcasts on demand, as the company expands its assistant into a personalized AI content platform.
Building a general-purpose accessibility agent—and what we learned in the process
Learn about the experimental general-purpose accessibility agent that GitHub is piloting. The post Building a general-purpose accessibility agent—and …
Mini book: Architecting Autonomy: Decentralising Architecture Inside an Organization
As AI accelerates delivery cycles, traditional centralized architecture becomes a bottleneck. This eMag brings together practitioner insights on decen…
Anthropic Traces Six Weeks of Claude Code Quality Complaints to Three Overlapping Product Changes
Anthropic published a postmortem tracing six weeks of Claude Code quality complaints to three overlapping product-layer changes: a reasoning effort do…
Amazon launches an AI shopping assistant for the search bar, powered by Alexa+
Alexa for Shopping is a new personalized AI shopping assistant in the Amazon search bar that replaces its Rufus assistant.
Article: Local-First AI Inference: A Cloud Architecture Pattern for Cost-Effective Document Processing
The Local-First AI Inference pattern routes 70–80% of documents to deterministic local extraction at zero API cost, reserving Azure OpenAI calls for e…
Improving token efficiency in GitHub Agentic Workflows
Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, foun…
Agent pull requests are everywhere. Here’s how to review them.
A practical guide to reviewing agent-generated pull requests: what to look for, where issues hide, and how to catch technical debt before it ships. Th…
Validating agentic behavior when “correct” isn’t deterministic
How to build the “Trust Layer” for Github Copilot Coding Agents without brittle scripts or black-box judgements by using dominatory analysis. The post…
Etsy launches its app within ChatGPT as it continues its AI push
Etsy's new native app within ChatGPT aims to be a conversational shopping experience for users.
GitHub Copilot CLI for Beginners: Interactive v. non-interactive mode
Learn the difference between CLI interactive v. non-interactive modes. The post GitHub Copilot CLI for Beginners: Interactive v. non-interactive mode …
Cloudflare Announces Agent Memory, a Managed Persistent Memory Service for AI Agents
Cloudflare announced Agent Memory in private beta, a managed service that extracts structured memories from AI agent conversations and retrieves them …