#SoftwareSpecifications evolve into sources of truth as #LLM agents get better at interpreting ambiguity - but their stochastic nature means they must be carefully constrained. Enter Context Engineering - structuring intent using ⇨ Skills ⇨ Rules ⇨ Scripts ⇨ Feedback ⇨ Evaluation 🎧 bit.ly/4fx8YCc

#eBPF is emerging as a preferred approach for security observability over traditional user-space agents. This #InfoQ article covers architecture, safe production rollout, cost benefits, and the tools to use right now. 📰 Read now: bit.ly/4eX0x31 #DevOps #Observability #Security #Monitoring #Linux

#Anthropic hosted “Code with Claude 2026” - bringing devs together for livestream sessions on Claude Code, the Claude API platform & upcoming projects. Themes: 🔹 DevEx 🔹 Autonomy 🔹 Model step-changes 🔹 The impact of AI on product architecture 🔗 Full highlights: bit.ly/4dUbt0c #AI #Claude #InfoQ

It’s been a packed week for the #Java ecosystem. Highlights just dropped: • 3 OpenJDK JEPs targeted for JDK 27 • Azul Payara Community announced • WildFly wado CLI tool introduced • Point releases for LangChain4j & Google ADK • Micronaut & OpenXava 🔗 Full #InfoQ News Roundup: bit.ly/4dAvw2r

Learn how to build a B2B intelligence platform with over one million company profiles using an MCP server - without creating an unsafe bridge between an LLM and production data. 🔗 Read now: bit.ly/4eQ8jeW #InfoQ #AI #AWS #AIAgents #ModelContextProtocol

Google Cloud Fraud Defense - the next evolution of reCAPTCHA. Fraud Defense goes beyond basic bot detection to address broader online fraud across login, account creation & payment flows - helping orgs detect suspicious behavior and block abuse. ➤ bit.ly/4wC501h #InfoQ #Security #FraudDetection

#OpenAI Symphony - an agent orchestrator that turns project-management workflows into a control plane for multiple coding agents. ➤ Each task is assigned to a dedicated agent that works autonomously until completion ➤ A human reviews the output before moving forward 🔗 bit.ly/4wts5Dg #AI #InfoQ

AI coding agents are great at finding & fixing isolated bugs, but a benchmarking study on the CNCF blog shows they still struggle to understand system-wide impacts. This challenges the popular belief that simply improving code retrieval is the key to better automated bug fixing. ⇨ bit.ly/43drFn8

Cloudflare and Stripe built a protocol that lets AI agents create cloud accounts, buy domains, and deploy to production autonomously. infoq.com/news/2026/05/cloudflare-stripe-agent-commerce/ #cloud #aiagents #cloudflare

#Cloudflare introduced Workflows V2 - a redesigned distributed workflow orchestration system. • Deterministic replayable execution & improved observability • Major scaling: Up to 50K concurrent instances & 2M queued workflows ⇨ bit.ly/3RbwLh7 #InfoQ #Serverless #AIagents #Serverless #EDA

How do we bring the joy back to #SoftwareDevelopment in the #AIEra? This #InfoQ #podcast explores “The AI Joy Gap” - why some developers are thriving while others are burning out. He dives into: ➡️ The “Factory Architect” ➡️ Hype vs. Reality 🎧 Listen now: bit.ly/4uRIlMJ #EngineeringCulture

Ubuntu has outlined its AI strategy, describing it as a deliberate departure from industry trends towards cloud-centric, AI-first operating systems. The company will focus future releases on local intelligence, modular design, and strict user control. 🔗 bit.ly/4nvyYji #InfoQ #DevOps #AI #AIagents

Bigger systems ⇨ stronger urge to centralize. Architecture boards & lead-engineer bottlenecks kill adaptability. If AI lets teams ship in days, but governance still takes months, alignment turns into fragmentation. Who accelerates the architects? 🔗 bit.ly/3P7T2M9 #AIarchitecture #FreeDownload

#CaseStudy: Moving from a simple chatbot ⇨ a network of specialized agent swarms In this InfoQ video, Paulo Arruda goes behind the scenes of #Shopify’s AI evolution - the “messy reality” of building & shipping agentic systems at scale. 🎬 Watch now: bit.ly/42Dxkmh #AI #AIagents

#Anthropic introduced Claude Platform on AWS - giving #AWS customers direct access to the native #Claude platform using AWS authentication, billing & monitoring services. 🔗 More details here: bit.ly/4uSMNen #InfoQ #AI #LLMs

Anthropic published a detailed postmortem on six weeks of "Claude is getting dumber" complaints. The cause wasn't the model. infoq.com/news/2026/05/anthropic-claude-code-postmortem/ #llm #devtools #postmortem #anthropic

#Kubernetes v1.36 – Haru - includes 70 enhancements: 18 graduating to Stable, 25 entering Beta, and 25 new Alpha features. Focus: security hardening, AI/ML workloads, API scalability, workload management updates, and AI resource allocation features. Details on #InfoQ ⇨ bit.ly/3PlYStm #DevOps

Technical excellence alone isn’t enough to grow your impact or your career! To reach the next level, Senior ICs need a different set of tools. Learn how to master: • Influence without authority • Cross-team trust • Imposter syndrome 🔗 bit.ly/4tDKtGW #Leadership #CareerGrowth #StaffPlus #InfoQ

75% of organizations run legacy apps without modern APIs. AWS WorkSpaces now lets AI agents operate those apps through computer vision and input simulation, no modernization required. infoq.com/news/2026/05/aws-workspaces-ai-agents/ #cloud #aws #aiagents

#Netflix developed a graph-based architecture for managing #ML systems: the Model Lifecycle Graph. It maps relationships between datasets, models, features, and workflows to improve discoverability, governance, and component reuse. Learn more: bit.ly/4dmGp7L #InfoQ #AIarchitecture #MLOps

Two recent #Linux kernel vulnerabilities have been disclosed: ➡️ Copy Fail ➡️ Dirty Frag Both vulnerabilities exploit flaws in the page cache via different subsystems, necessitating immediate patching by affected organizations. Details on #InfoQ ➡️ bit.ly/4ufweJy #DevOps #SecurityVulnerabilities

Google Cloud’s DORA team released a report on assessing the #ROI of #AI in #SoftwareDevelopment. Key points: • AI value depends on org systems • Introduces a J-curve for value realization • Long-term gains require workforce retention + process redesign 🔗 Learn more: bit.ly/48YQGpB #InfoQ #DevOps

Every #TimeSeriesDatabase is a set of storage decisions: row layout, compression timing, partitioning - driving cost & query performance. This #InfoQ article breaks down these fundamentals from first principles using #PostgreSQL & #ApacheParquet ⇨ bit.ly/42z4jbi #TimeSeriesData #Database

How #Netflix boosted #ApacheDruid performance: by implementing interval-aware caching, they now serve 84% of analytics results from cache and have reduced query load by 33%. The secret? Decomposing rolling window queries into reusable time segments. #InfoQ: bit.ly/3OWBcvy #DataAnalytics #BigData

#AWS updated Amazon #AuroraServerless with improved scaling & runtime efficiency: up to 45% faster scale-up during demand spikes and up to 30% performance gains via better scheduling + workload-aware scaling. Learn more: bit.ly/4djNztp #AWS #Serverless #AmazonRDS #RelationalDatabase #InfoQ

Meet #Cangjie (CJ) - a new application development language. Positioned as a counterpart to Java, Kotlin, and Swift, CJ isn't just about safety & speed. It features: 🔹 Algebraic Data Types (ADTs) 🔹 Effect Handlers Deep dive on #InfoQ: bit.ly/4uDunOq #ProgrammingLanguages #OpenSource

In this #InfoQ #podcast, Adam Bien highlights the importance of consistently using standards - whether in #Java or established patterns. He explains how this approach helped future-proof the systems he built, making them adaptable for both the cloud era & the AI-native era. 🎧 bit.ly/4dC1xbA

A three-tier hybrid architecture routes 70–80% of documents to local deterministic extraction, cutting Azure OpenAI costs by 75% and processing time by 55% on a 4,700-document workload. 🔗 Read the #InfoQ article: bit.ly/3PjHQvU #CloudComputing #Azure #GenerativeAI #LLMs #CostOptimization

#MySQL 9.7.0 is now GA! This version consolidates recent work across the 9.x cycle, including improvements in replication observability, telemetry & query optimization. Several capabilities are now available in the Community Edition. Learn more: bit.ly/3RfJzTt #InfoQ #Oracle #opensource

It’s been a packed week for the #Java ecosystem 👉 bit.ly/3R2Gh64 OpenJDK JEPs targeted for JDK 27; the 6th milestone release of Spring AI 2.0; the 1st milestone release of Grails 8.0; the 1st alpha release of Groovy 6.0; a point release of JobRunr; GlassFish, TomEE and Tomcat; and more. #InfoQ

New on InfoQ: #Google announced GKE Agent Sandbox and Hypercluster at Cloud Next '26. Agent Sandbox brings gVisor kernel isolation for secure agent execution at 300 sandboxes/sec. Hypercluster manages a million chips from one control plane. www.infoq.com/news/2026/05... #kubernetes #gke #agenticai

Joydip Kanjilal’s article on #InfoQ examines the Sidecar Design Pattern - its benefits & how to implement it in a microservices-based application. He also covers common issues with sidecar implementations and how to mitigate them. 🔗 Read now: bit.ly/4wlNuOP #dotnet #Microservices

Oracle has announced the general availability of MySQL 9.7.0, marking the start of a new 9.7 LTS release series and the first major one since #MySQL 8.4. The release arrives amid community concerns about Oracle's long-term commitment to the project. www.infoq.com/news/2026/05...

AWS recently updated Amazon Aurora Serverless with a new platform version that improves scaling behavior and runtime efficiency. My recap for @infoq.com was out this weekend www.infoq.com/news/2026/05...

#LinkedIn has launched a unified integrations platform to standardize & reconcile hiring data across systems. • 72% faster onboarding • Improved data consistency and completeness • Scalable AI-driven hiring 🔗 bit.ly/4uBmGbA #EvolutionaryArchitecture #DataPipelines #DataAnalytics #InfoQ

In this #InfoQ podcast, Somtochi Onyekwere breaks down: • Recent developments in #DistributedDataSystems • How to achieve fast, eventually consistent replication across distributed nodes • Using #CRDTs to resolve data conflicts seamlessly 🎧 Listen here: bit.ly/4r1SdBw #DataEngineering

The junior developer pipeline is narrowing from the bottom up. Entry-level roles are down, CS enrolments are falling, and senior engineers are drowning in AI output review instead of mentoring. New post with the data and a possible path forward. sjwiggers.com/2026/05/08/a... #ai #softwaredevelopment

An attacker bought the Essential Plugin portfolio (~30+ WordPress plugins, ~400k installs) via Flippa. ➡️ First code commit introduced a PHP deserialization backdoor ➡️ Dormant for 8 months ➡️ Apr 2026 - injected cloaked SEO spam across thousands of sites 🔗 bit.ly/4uCLXSN #InfoQ #Security

#OpenAI launched a #WebSocket -based execution mode for its Responses API to improve the performance of agentic workflows used in coding agents and real-time AI systems. Impact: up to 40% latency reduction & improved throughput in high-concurrency scenarios. 🔗 bit.ly/3Pe289X #InfoQ #LowLatency

#Confluent introduces a new approach in #ApacheKafka that moves schema IDs from message payloads to record headers. ✅ Simplify schema governance ✅ Improve compatibility ✅ Reduce coupling between data & metadata #InfoQ ⇨ bit.ly/3RpoTIG #ML #EventStreamProcessing #DataPipelines #DataAnalytics

Grafana Labs has released v4 of its Kubernetes Monitoring Helm chart. The release tackles long-standing configuration issues that surfaced as teams scaled to larger, more complex Kubernetes deployments. More on #InfoQ ⇨ bit.ly/4tWRwLV #DevOps #Kubernetes #Helm #Monitoring

Agentic orchestration is the evolution SOA has been building toward dynamic, goal-driven, and intelligent. Your existing services don't become obsolete; they become tools that reasoning agents can use. sjwiggers.com/2026/01/25/a... #agenticai #enterpriseintegration #soa

An attacker bought 30+ WordPress plugins on Flippa, planted a PHP deserialization backdoor in the first commit, and waited 8 months before activating it across 400,000 sites. www.infoq.com/news/2026/05... #softwaresupplychain #appsecurity #wordpress

In tech, we know how to scale systems. Scaling humans? That’s another story. Even with the right tools and processes, technical teams often struggle to scale behaviorally & culturally. This #InfoQ video explores why behavioral and cultural scaling is harder than technical scaling: bit.ly/42Sbc7B

#CaseStudy - Discover how #Figma replaced a fragmented caching stack with FigCache - an in-house #Redis proxy service. The result: what the company describes as six nines of uptime across its caching layer. 🔗 Explore more on #InfoQ ⇨ bit.ly/4f6dSFZ #DevOps #SoftwareArchitecture

8/9. "The Human Scalability Problem: Why Your Teams Don’t Scale Like Your Code" ⸱ <100 views ⸱ 04 May 2026 ⸱ https://www.infoq.com/presentations/human-scalability/ @infoq.com

6/9. "30 Years in Tech: Why Your Career Ladder is Actually a Squiggle" ⸱ +500 views ⸱ 30 Apr 2026 ⸱ https://youtube.com/watch?v=m04PKJIgHMI @infoq.com @sophweston.bsky.social

5/9. "Why Duolingo Abandoned ECS for Kubernetes: Lessons from the Trenches" ⸱ +500 views ⸱ 04 May 2026 ⸱ https://youtube.com/watch?v=25-zrmB1vbY @infoq.com

#PlatformEngineering succeeds when reliability & ergonomics reinforce each other - not compete. This #InfoQ article explores 3 foundational pillars: 1️⃣ Automated reliability 2️⃣ Developer ergonomics 3️⃣ Operator ergonomics Together, they create a Virtuous Cycle! 🔗 bit.ly/42CttGd #DevOps #SRE #DevEx

#Anthropic introduced auto mode in #ClaudeCode, enabling multi-step software development workflows with less manual effort. It combines automated execution with safety layers: • input filtering • action evaluation • two-stage classification Dive deeper ⇨ bit.ly/48HX4kO #InfoQ #AIarchitecture