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infoq. com > news > 2026 > 04 > colab-mcp-server

Google Brings MCP Support to Colab, Enabling Cloud Execution for AI Agents

5+ hour, 7+ min ago  (570+ words) Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 1529%. Andrew Harmel-Law and…...

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infoq. com > articles > building-hierarchical-agentic-rag-systems

Building Hierarchical Agentic RAG Systems: Multi-Modal Reasoning with Autonomous Error Recovery

4+ hour, 35+ min ago  (1368+ words) Live Webinar and Q&A: Portable by Design: Data Mobility & Recovery Patterns for Multi-Cloud Systems (May 21, 2026) Save Your Seat Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts…...

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infoq. com > news > 2026 > 04 > cloudflare-ai-caching-strategies

Cloudflare and ETH Zurich Outline Approaches for AI-Driven Cache Optimization

23+ hour, 17+ min ago  (443+ words) Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 1529%. Andrew Harmel-Law and…...

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infoq. com > news > 2026 > 04 > github-actions-custom-runners

Git Hub Actions Custom Runner Images Reach General Availability

23+ hour, 37+ min ago  (438+ words) Live Webinar and Q&A: Designing Data Layers for Agentic AI: Patterns for State, Memory, and Coordination at Scale (May 12, 2026) Save Your Seat Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM…...

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infoq. com > news > 2026 > 04 > tailwind-css-4-2-webpack

Tailwind CSS 4. 2 Ships Webpack Plugin, New Palettes and Logical Property Utilities

22+ hour, 49+ min ago  (538+ words) Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 1529%. Andrew Harmel-Law and…...

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infoq. com > articles > ai-agent-transport-layer

Stateful Continuation for AI Agents: Why Transport Layers Now Matter

1+ day, 4+ hour ago  (1468+ words) Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 1529%. Andrew Harmel-Law and…...

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infoq. com > presentations > local-first-build-software

Local First " How To Build Software Which Still Works After the Acquihire

1+ day, 3+ hour ago  (732+ words) Live Webinar and Q&A: Portable by Design: Data Mobility & Recovery Patterns for Multi-Cloud Systems (May 21, 2026) Save Your Seat Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts…...

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infoq. com > presentations > ai-coding-assistants

State of Play: AI Coding Assistants

1+ day, 5+ hour ago  (518+ words) Madelyn Olson discusses the evolution of Valkey's data structures, moving away from "textbook" pointer-chasing Hash Maps to more cache-aware designs. She explains the implementation of "Swedish" tables to maximize memory density. She shares insights on systems intuition, memory prefetching, and…...

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infoq. com > news > 2026 > 04 > spotify-wrapped-privacy

Inside Spotify's 2025 Wrapped Archive: AI Narratives at Scale and the Privacy Trade'Off

1+ day, 6+ hour ago  (353+ words) Madelyn Olson discusses the evolution of Valkey's data structures, moving away from "textbook" pointer-chasing Hash Maps to more cache-aware designs. She explains the implementation of "Swedish" tables to maximize memory density. She shares insights on systems intuition, memory prefetching, and…...

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infoq. com > news > 2026 > 04 > google-agent-testbed-scion

Google Open Sources Experimental Multi-Agent Orchestration Testbed Scion

2+ day, 5+ hour ago  (645+ words) Madelyn Olson discusses the evolution of Valkey's data structures, moving away from "textbook" pointer-chasing Hash Maps to more cache-aware designs. She explains the implementation of "Swedish" tables to maximize memory density. She shares insights on systems intuition, memory prefetching, and…...

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