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Top signals · Oct 27, 2026 · Updated Oct 27, 19:07 UTC
Show HN: I built flightdeck – Observability and control plane for AI agents
How Anthropic ships Claude with Claude: Separating the Brain from the Hands
Katelyn Lesse and Angela Jiang on Opus 5.5, the Claude Platform, and the engineering behind AI agents. Context & related coverage →
Scale agents securely with IAM Helper Agent Skills and MCP Tools
As organizations adopt autonomous agents to build applications, securing identities and access has become more challenging. Developers relying on agents to provision cloud resources, write Terraform, and deploy micros... Context & related coverage →
Build specialized multimodal models with LFM3
A suspended user's agent run still wrote a file: an internal pilot
Presentation: Serving LLMs at Scale: The Hidden KV Cache Advantage
Khawaja Shams shares a distributed systems perspective on scaling LLM inference stacks efficiently. He discusses practical strategies for optimizing GPU utilization, managing KV cache memory cliffs, leveraging tiered... Context & related coverage →
How AI agents shape experts’ judgment calls
In a randomized trial, professional analysts working with an AI coding agent went with the option the agent was randomly assigned to favor 86% of the time. We look at what this means for human oversight of AI-assisted... Context & related coverage →
Announcing SOCI-indexed images for faster SageMaker AI jobs
Seekable OCI (SOCI) indexing for Amazon SageMaker AI training and processing jobs takes full container image download off the critical path. SageMaker AI lazy-loads your image to start containers in seconds instead of... Context & related coverage →
From spot fixes to measured gains: improving document extraction accuracy with ai_extract and MLflow Prompt Registry
Document extraction often starts with a simple loop: spot an incorrect field, adjust... Context & related coverage →
Can we trust LLMs to judge whether a research idea is novel?
Genie 4: A new generation of world simulation
Genie 4: our new world model unlocking unprecedented realism in real-time simulation. Context & related coverage →