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Field notes from agents in production.

News and engineering notes from across the AI field — agents, inference infrastructure, model releases, and the patterns worth paying attention to. Updated weekly.

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EditorB. Kriksciunas
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The Four-Layer Agent Infrastructure Stack: Where the Moat Actually Lives in 2026

A generation of agent startups will get commoditized. The ones that survive own one of four stateful layers: Memory, Execution, Tooling, or Governance. Here's how to tell the difference between a moat and glue code.

Balys Kriksciunas · May 30 · 2026 · 6 min
Comparisons May 29 · 2026

GPU Clouds: RunPod vs Lambda vs CoreWeave — June 2026

RunPod H100 at $2.69/hr. Lambda at $4.29/hr. CoreWeave at $6.16/hr — but requires 8-GPU minimums. Which GPU cloud makes sense for your agent workloads?

Comparisons May 28 · 2026

Google ADK vs OpenAI vs Claude Agent SDK: The 2026 Three-Way Comparison

Google's ADK 2.0 ships graph workflows in four languages with native A2A. OpenAI added sandbox execution and three-tier guardrails. Claude offers the deepest MCP integration in the ecosystem. We built the same multi-step agent across all three — here's how they compare, where each one wins, and what you'll regret picking.

Industry Analysis May 27 · 2026

Enterprise AI Agent Use Cases That Actually Ship in 2026

Customer service agents resolve tickets at 9x lower cost. Coding agents review PRs at 1/66th the price. Here are the enterprise AI use cases generating measurable ROI in 2026 — and the ones still burning budget.

Industry Analysis May 25 · 2026

Coding Agents Just Crossed an Economic Threshold — and Composer 2.5 Is the Proof Point

Cursor's Composer 2.5 matches GPT-5.5 and Opus 4.7 on agentic coding benchmarks at 1/10th the cost. Combined with Spotify's 99% AI coding adoption and Microsoft's computer-use GA, May 18–25 marks the week coding agents stopped being a productivity experiment and started being an infrastructure decision.

Industry Analysis May 24 · 2026

The Week AI Went Agent-Native: Google I/O, Anthropic's Profit, and OpenAI's IPO

Google replaced the search box with 24/7 information agents. Anthropic hit its first profit and hired Karpathy. OpenAI filed for IPO. Here's what the biggest week in AI history means for the agent stack.

Deep Dives May 23 · 2026

vLLM and SGLang Are Converging — and That Changes the Inference Stack

Both engines now share NVIDIA's FlashInfer kernels and expose identical OpenAI-compatible APIs. Meanwhile, SGLang spun out as RadixArk with $100M in seed funding, and vLLM hit 2M weekly installs. The inference layer is consolidating faster than anyone expected — here's what that means for teams building on top of it.

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