@InfoQ

Helping dev teams adopt new technologies and practices through news, podcasts, QCon conferences, and InfoQ online certification. https://xitter.cf/t.co/l4flQmvaw2

infoq.com
Joined March 2008
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16.2KMedia
Retrieval relevance is more than similarity. The InfoQ Certified AI Engineering Program with Adi Polak examines this in a live cohort. Review the syllabus: buff.ly/QW9vHMI

AI Engineering Cohort for Production AI Systems | InfoQ

Move from AI prototype to production. A 5-week online cohort facilitated by Hien Luu, author of MLOps with Ray. Pressure-test architectural decisions.

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Similarity alone does not establish whether retrieved context is current, authoritative or sufficient. Compare vector and graph retrieval with a query that depends on multiple related facts.
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Uber Moves Beyond CPU Cores with Performance-Aware Scheduling for Stateful Workloads bit.ly/4jIMWi2 by @RisiCraig

Uber Moves Beyond CPU Cores with Performance-Aware Scheduling for Stateful Workloads

Uber has introduced Normalized Compute Units (NCUs) to make CPU allocation more consistent across its highly heterogeneous server fleet.

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How Anthropic Redesigned Source Control for AI-Driven Development bit.ly/4iE3FSF by @eranstiller

How Anthropic Redesigned Source Control for AI-Driven Development

Anthropic recently detailed how it migrated its monorepo from Git to Scion. Scion is a source control system that moves repository operations to the server side and uses content-addressed storage and...

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Serving LLMs at Scale: The Hidden KV Cache Advantage bit.ly/4jNZ69z by Khawaja Shams

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,...

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What if you treated an entire cloud provider as just another Availability Zone? Discover how Form3 scaled resilience to the cloud level - so when a provider drops, the system doesn’t even blink. Full talk 👉 bit.ly/47thhtu #MultiCloud #CloudArchitecture #InfoQ
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AWS Shows Use of AI Agents to Triage Linux Kernel CVEs bit.ly/4zP70nE by Matt Saunders

AWS Shows Use of AI Agents to Triage Linux Kernel CVEs

Engineers from Amazon Web Services (AWS) have described how the team that maintains the Linux kernel for EC2 infrastructure handles kernel CVEs. The process combines an automated filter, an AI agent...

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Cloudflare and VoidZero Introduce tsrs: An AI-Generated Rust Port of TypeScript bit.ly/4zYHdcU by Daniel Curtis

Cloudflare and VoidZero Introduce tsrs: An AI-Generated Rust Port of TypeScript

Cloudflare, VoidZero and Max Schwenk announced tsrs, an experimental Rust port of the TypeScript compiler, built with the TypeScript team's involvement. Cloudflare claims up to 8x faster checking and...

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Developers Reporting Double-Digit Weekly Time Savings From AI Fell From 68% to 26% bit.ly/4yEvgb7 by @SteefJan

Developers Reporting Double-Digit Weekly Time Savings From AI Fell From 68% to 26%

Atlassian’s State of Developer Experience 2026 finds the share of developers saving ten or more hours a week with AI dropped from 68% to 26% year over year, while only 28% report noticeably less...

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Google ran #Gemini 4 Argon unattended for 11 hours on its Agent Development Kit. • 2 PRs accepted (cutting session overhead by ~40% and cold imports by 21%) • 4 PRs rejected over reliability & maintainability concerns 🔗 bit.ly/3WuXpnA #AI #AIAgents #InfoQ
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AGNTCon + MCPCon 2026: Agentic AI Foundation Adds Four Projects as MCP Turns to Security bit.ly/4i9Pu7F by Andrew Hoblitzell

AGNTCon + MCPCon 2026: Agentic AI Foundation Adds Four Projects as MCP Turns to Security

At AGNTCon + MCPCon North America 2026, the Agentic AI Foundation added OpenSandbox, Open Responses, Agent Skills, and OpenEnv, reaching ten projects in its first year. Keynotes from Anthropic,...

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OpenTofu 1.13 Lets Module Authors Reduce Unknown Values at Plan Time bit.ly/4imt0iP by Mark Silvester

OpenTofu 1.13 Lets Module Authors Reduce Unknown Values at Plan Time

OpenTofu 1.13 adds convert and assume... functions that let module authors give the planner type and value hints for unknown values, so more expressions resolve during tofu plan. If a value unknown...

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How did #Cloudflare cut its internal load-balancing service’s memory footprint by over 100 TB? By optimizing #RustLang-based consistent hashing in pingora-ketama, reducing hashes per backend by ~90% while preserving load-balancing accuracy. 🔗 bit.ly/4BwNNJe #InfoQ
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DigitalOcean Launches Learning and Data Services to Enable Self-Improving AI Agents bit.ly/4zS2NPY by Sergio De Simone

DigitalOcean Launches Learning and Data Services to Enable Self-Improving AI Agents

DigitalOcean has announced the public preview of Learning Services and Agent Data Services, enabling developers to build, evaluate, and continuously improve AI agents within a unified, AI-native,...

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#MultiCloud flexibility comes at a cost. Egress fees can add up fast. How can you cut costs? Explore Backend FinOps, FOCUS cost visibility, workload placement, synchronization, and CI/CD cost governance. 🔗 Read now: bit.ly/4i3GHEm #FinOps #CloudComputing
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Production AI and Engineering Team Design: InfoQ’s November Certification Cohorts bit.ly/4za0BDx by Artenisa Chatziou

Production AI and Engineering Team Design: InfoQ’s November Certification Cohorts

A preview of three November InfoQ online certification cohorts covering production AI systems, retrieval and agent design, engineering team flow, AI roles, and measurement, facilitated by Adi Polak,...

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Java News Roundup: JDK 28 Schedule, Oracle CPUs, eMudhra Certs, Apache POI, WildFly, Azul, BellSoft bit.ly/4snzq5A by @mpredli

Java News Roundup: JDK 28 Schedule, Oracle CPUs, eMudhra Certs, Apache POI, WildFly, Azul, BellSoft

This week's Java roundup for October 19th, 2026, features news highlighting: the proposed release schedule for JDK 28; the eMudhra Intermediate CA certificates breach; the October 2026 Critical Patch...

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Readyon Builds Four Layer Tenant Isolation for Multi Tenant Amazon EKS bit.ly/4BqspFt by @KumiliLeela

Readyon Builds Four Layer Tenant Isolation for Multi Tenant Amazon EKS

ReadyOn has detailed a four-layer tenant isolation architecture for its Harmony platform on Amazon EKS. The design combines Kubernetes namespaces, dedicated Karpenter node pools, VPC security groups,...

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AI didn’t break code readability. It broke our capacity to read it all. AI-generated code may be clean and documented, but the sheer volume makes it effectively write-only. The new bottleneck? Code volume, not complexity. 🔗 bit.ly/4yhnrJi #Coding #CodeReview #InfoQ
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The Evolution of Agentic Harnesses: From Chains to Graph to Code bit.ly/4zUBqoE authored by @karthikrg, reviewed by @RafalGancarz

The Evolution of Agentic Harnesses: From Chains to Graph to Code

Agentic LLM systems have moved from linear prompt chains to graph-based workflows and, more recently, code-executing harnesses. Chains are simple but fragile, graphs add branching, retries, and...

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