Helping dev teams adopt new technologies and practices through news, podcasts, QCon conferences, and InfoQ online certification. linktr.ee/infoq
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Stop looking for “the” Root Cause of an outage. 🛑
In complex systems, failures rarely have a single cause. Searching for one oversimplifies what happened - and fuels overpromised solutions.
If you use the term, it should be Root Causes.
🔗 bit.ly/4zn6rSD
#InfoQ
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Meet Graphify - an #opensource tool that turns codebases and unstructured docs into queryable #KnowledgeGraphs to optimize LLM workflows.
Recent updates have improved parser features & cross-file resolution.
🔗 bit.ly/4AylBF9
#AI #LLMs #ContextEngineering #InfoQ
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One #CloudflareWorker for every edge feature? That’s a bottleneck at multi-tenant SaaS scale.
Chintan Tank explains a modular Gateway + Feature-Worker architecture using Service Bindings, with Image Optimization as the example.
👉 bit.ly/4ylRVKc
#CloudComputing #InfoQ
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This #InfoQ talk explores local-first sync engine architecture and how to adopt these patterns using TanStack DB: a reactive client store for building fast, sync-powered apps.
🎬 Watch now 👉 bit.ly/4xtQQPR
#LocalFirst #SoftwareArchitecture #TanStack #WebDev #InfoQ
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Hype isn’t just noise. It’s the mechanism that drives funding, talent, and attention to new ideas before they’re fully mature.
The real skill isn’t avoiding hype altogether - it’s knowing when the hype is hiding a real architectural trade-off.
🔗 bit.ly/3S5eRxa
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Uber redesigned M3DB shard placement with fixed-size subclusters to reduce the impact of node failures, maintenance, and scaling.
The approach limits shard dependencies, isolates replicas, and minimizes data movement.
🔗 bit.ly/4AtUWt5
#DistributedSystems #Sharding
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Software complexity is scaling beyond human comprehension.
This #InfoQ presentation explores how complexity is evolving - and why creativity is becoming critical for senior ICs working with AI-generated code.
🎬 Watch now: bit.ly/4yhnrJi
#CodeQuality #Productivity
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#SoftwareArchitecture is a living Sociotechnical Craft shaped by team structure, friction, flow - and code.
Explore #EvolutionaryArchitecture: AI context stores, team topologies, boundary drift, and platform convergence.
📥 Free download: bit.ly/3Uech8U
#InfoQ
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3,000 employees verifying at once can crush synchronous APIs.
This 4-layer architecture delivers:
• 30% lower cloud costs
• 10x scaling
• Risk-based thresholds
• Zero-trust privacy + auto data purging
🔗 bit.ly/3T3XJbQ
#AI #FacialRecognition #Privacy
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Ask 10 engineers which framework to use, and you’ll get 342 Slack replies and zero consensus.
#Spotify’s fix:
• Get decisions out of Slack
• Let senior engineers define & publish “Golden Tech”
Less bikeshedding. More alignment.
🎥 bit.ly/4xihOcO
#Leadership #DevEx
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The next InfoQ AI-Assisted Engineering cohort starts Oct 19.
Five weeks building a harness around coding agents on a real brownfield codebase: buff.ly/j7rf2Xm
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The work covers permissions, sensors, independent review, CI verification, and turning recurring findings into reusable rules.
Led by Zichuan Xiong and Premanand Chandrasekaran.
#AIAssistedEngineering
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Alibaba open-sourced OpenCodeReview, an AI-powered CLI for code review combining deterministic checks with LLM-based analysis.
Checks include null pointers, thread safety, XSS, SQL injection & more.
🔗 bit.ly/4h99oiP
#AI #CodeReview #InfoQ
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Distributed system failures can mirror structural collapses: one local weakness can trigger cascading failure.
@samnewman outlines 3 resilience strategies:
• Reduce hazards
• Strengthen components
• Reduce interconnection
🎬 bit.ly/4zn6rSD
#InfoQ
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#Cloudflare proposes an Agent Development Lifecycle (ADLC) for AI-driven engineering - rethinking the traditional SDLC with automation, orchestration, observability, and agent security.
🔗 Learn more on #InfoQ - bit.ly/4As2Lzt
#AI #DevOps #AIagents
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What is #ContextEngineering?
Birgitta Böckeler breaks down the core components - instructions, conventions, tools, and MCP servers - along with the non-deterministic challenge every developer faces when relying on LLMs to load them.
🎥 bit.ly/4dCQI9K
#AI #MCP #InfoQ
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#Kubernetes 1.37 “Garhwal” is here with 67 enhancements, including 27 alpha features, 23 beta graduations, and 16 stable features.
It focuses on stability, security, and AI/ML workload optimization for modern cloud-native environments.
🔗 bit.ly/4heFSH2
#DevOps #InfoQ
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