Latest posts tagged with #InfoQ on Bluesky
#PromptEngineering VS #ContextEngineering?
🔹 Prompt Engineering: Focuses on a stateless approach
🔹 Context Engineering: Enables AI systems to be stateful
Adi Polak discusses why Context Engineering is key for #LLM interactions & designing agentic systems.
🎧 bit.ly/4vgs6K3
#AI #AgenticAI #InfoQ
96% fewer out-of-memory (OOM) failures!
#Pinterest boosted #ApacheSpark reliability by:
✅ Enhanced observability
✅ Config tuning
✅ Automatic memory retries
The changes addressed persistent job failures affecting recommendation systems and large-scale data processing.
⇨ bit.ly/4e9n1gD
#InfoQ
What’s new in #Java?
The GA release of TornadoVM 4.0 and Google ADK for Java 1.0; first release candidates of Grails and Gradle; maintenance releases of Micronaut, Apache Tomcart and Apache Log4j; and an update on Jakarta EE 12.
Read more 👉 bit.ly/4c8KKuF
#InfoQ #JavaUpdates #JavaNews
The #InfoQ article discusses the challenges faced during a migration from a relational database to #NoSQL, focusing on the importance of database sequences for unique identifiers.
It outlines the development of a new sequence service using #DynamoDB + a 2-tier #caching architecture: bit.ly/3QnBADi
Presentation: Duolingo's Kubernetes Leap Franka Passing discusses the architectural shift of Duolingo’s 500+ backend services to Kubernetes. She explains the move toward GitOps with Argo CD, ...
#Kubernetes #Transcripts #Case #Study #InfoQ #Dev #Summit #Munich […]
[Original post on infoq.com]
Presentation: Duolingo's Kubernetes Leap Franka Passing discusses the architectural shift of Duolingo’s 500+ backend services to Kubernetes. She explains the move toward GitOps with Argo CD, ...
#Kubernetes #InfoQ #Dev #Summit #Munich #2025 #Case #Study […]
[Original post on infoq.com]
#Anthropic just introduced a multi-agent harness designed for long-running autonomous applications - targeting both frontend design & full-stack software creation.
Tasks split into 🗓️Planning → 💻Generation → ✅Evaluation for coherent, high-quality outputs over hours.
🔗 bit.ly/48eOo58
#AI #InfoQ
TigerFS - an experimental #filesystem that mounts a database as a directory, storing files directly in #PostgreSQL.
This #opensource project lets devs & #AIagents interact with it using common Unix tools such as ls, cat, find, and grep, rather than via APIs or SDKs.
🔗 bit.ly/3QkYJX0
#InfoQ #AI
Oracle has released #Helidon 4.4.0, bringing some major shifts to the framework:
• Now aligned with the #OpenJDK release cadence
• Backed by the Java Verified Portfolio
• New agentic AI support via #LangChain4j
• Packed with enhanced core capabilities
Dive here: bit.ly/3PRhbGQ
#Java #InfoQ
From NoOps to “NoDevs”?
AI coding agents are accelerating fast. Adrian Cockcroft uses AI swarms to do “days of work in 15 minutes".
💡 Shift: Spend less time coding manually, more on orchestrating AI systems.
💡 Tip: Experiment on personal projects before production.
🎬 bit.ly/41cf42I
#AI #InfoQ
#Pinterest has deployed a production-ready #MCP ecosystem, enabling #AIagents to automate complex engineering tasks and integrate internal tools.
Domain-specific MCP servers + central registry + human-in-the-loop approvals ⇒ boost security, governance & productivity.
🔗 bit.ly/4e6PnYK
#InfoQ
A #TechCareer is not short, straight, or evenly spaced - it is a long, winding, and challenging journey.
Sophie Weston shares how she grew from Junior Developer → #PrincipalEngineer, covering the skills, strategies & support that shaped her path.
🎬 Watch now: bit.ly/4sajNgk
#CareerGrowth #InfoQ
Meet Osprey - a safety #RulesEngine processing 400M daily actions & 2.3M rules/sec.
Built with a #PolyglotArchitecture:
⇨ #RustLang coordinator manages traffic
⇨ Stateless #Python workers execute logic via SML, a Python-based DSL
Learn more⇨ bit.ly/41IjU7V
#InfoQ #OpenSource #SoftwareArchitecture
Engineering isn't just about the plans you make - it's about the habits you don't notice.
Learn how to catch "invisible decisions" before they bake into your culture and code.
🔗 Watch now: bit.ly/4c38DE3
#EngineeringLeadership #InfoQ
Security vs. Architecture: To betray one is to destroy both!
Learn how to keep #Security & #SoftwareArchitecture:
✅ Consistent
✅ Coherent
✅ Complementary
...so they reinforce each other and support your outcomes instead of undermining them.
🎬 Watch now: bit.ly/4trRhrG
#InfoQ
Real failures are the best teachers.
While tools are great for teaching architecture, they have a limit: they can’t replicate the "confluence of events" that happens in a live environment.
To understand how your system behaves, you need to examine production failures.
🎧 bit.ly/4tolMP9
#InfoQ
#EventDrivenArchitecture powers banking with decoupled systems, scalable services & clear activity trails.
But it introduces complexity, failure modes & operational challenges.
Discover where it truly adds value & practical patterns for reliability: bit.ly/4tk4GBO
#FinancialApplications #InfoQ
Azure Copilot Migration Agent is an #AI assistant built into the #Azure portal designed to simplify and accelerate the planning and assessment phases of #CloudMigration.
Works with existing Azure Migrate data.
More on #InfoQ 👉 bit.ly/4c3JdGl
#CloudComputing #Microsoft
In the #GenAI era, writing code & documentation is a commodity. Consistency & standards across an organization are now more critical than ever.
Explore Declarative Architecture - the shift from manual oversight to machine-enforceable guardrails.
Read now: bit.ly/4bX7ttz
#AIarchitecture #InfoQ
#Kubescape 4.0 is here!
What’s new in this release?
• Runtime threat detection
• A new set of AI-era security features
• Security of AI agents alongside existing scanning capabilities
🔗 Explore more: bit.ly/4vhhevM
#InfoQ #DevOps #Kubernetes #CloudSecurity #Containers #Aiagents
Article: Event-Driven Patterns for Cloud-Native Banking: Lessons from What Works and What Hurts Event-driven architecture helps banks decouple systems, scale services, and create clear activity tra...
#QCon #Software #Development #Conference #Financial […]
[Original post on infoq.com]
What’s new in #Java?
GA releases of GraalVM Native Build Tools 1.0 and EclipseLink 5.0; the March 2026 edition of Open Liberty; 4th milestone releases of Spring Boot, Spring Modulith and Spring AI; a point release of Quarkus; Infinispan; and more.
Read more 👉 bit.ly/4lXHffa
#InfoQ
#DeveloperProductivity isn’t just about faster builds - it’s about creating an environment where devs can do their best work.
This #InfoQ video shares a practical blueprint to:
• Identify & remove friction
• Uncover obstacles
• Win stakeholder buy-in
• Scale DevEx improvements
🎬 bit.ly/4bVScsW
#OpenAI is enhancing the Responses API to help developers build more powerful agentic workflows.
New capabilities include support for:
⇨ a shell tool
⇨ a built-in agent execution loop
⇨ a hosted container workspace
⇨ context compaction
⇨ reusable agent skills
#InfoQ ⇨ bit.ly/4sEHrlX
#AI #AIagents
WinApp CLI is a new command-line tool designed to bring common Windows application development tasks into one unified interface.
Available as #opensource, it supports developers working across multiple frameworks, including .NET, C++, Electron & Rust.
🔎 bit.ly/4dP8cj4
#InfoQ #dotnet #Microsoft
#AI has moved from experimentation ⇨ production.
As it scales, it’s outpacing legacy defenses and reshaping security. To stay resilient, orgs must tackle 3 frontiers:
🔹 Data Poisoning
🔹 AI-Driven Phishing
🔹 Shadow Cloud Governance
📚 Free Download the #InfoQ eMag: bit.ly/4sFffzA
#DevOps #Security
#Vercel open-sourced json-render, and the numbers are staggering: 200 releases & 13k stars since launching in January 2026!
json-render is a framework that enables AI models to create structured user interfaces directly from natural language prompts.
🔗 bit.ly/4uLtrZc
#InfoQ #JSON #AI #OpenSource
#DigitalSovereignty = avoiding deep vendor lock-in.
Open standards & selective portability give organizations a workable Plan B – even though full independence isn’t realistic.
Read the #InfoQ article for more insights: bit.ly/4bzT5bV
#SoftwareArchitecture #Sovereignty #Governance
Harness launched Harness Artifact Registry!
A platform feature that lets engineering teams store, secure, and govern software artifacts within DevSecOps pipelines - with security, governance, and CI/CD all in one platform.
Learn more: bit.ly/4sETe3Y
#InfoQ #DevOps
State of JavaScript 2025: #TypeScript keeps rising!
• 40% now code exclusively in TypeScript (up from 34% in 2024 & 28% in 2022)
• Only 6% stick with plain #JavaScript exclusively
The trend is clear: “TypeScript has won.”
🔗 More: bit.ly/4c7JysM
#InfoQ #WebDevelopment #SoftwareDevelopment
