InfoQ

AWS Introduces Specification Driven Composition for Flexible Data Workflows

Leela Kumili — Wed, 26 Aug 2026 14:18:00 GMT

AWS describes a specification-driven approach for composing flexible data workflows by separating intent from processing logic. Architecture uses declarative specifications, reusable processing capabilities, and validation before execution. AWS reports that the approach can reduce dataset onboarding from weeks to days while supporting traceability, versioning, data classification, and governance.

By Leela Kumili

Presentation: Can Claude Fix Itself? Using LLMs for Incident Response

Alex Palcuie — Wed, 26 Aug 2026 11:00:00 GMT

Anthropic reliability engineer Alex Palcuie shares practical lessons on using LLMs for real-world incident response. He explains where AI acts as a superhuman for observing logs and traces, why it still struggles with causation versus correlation during root-cause analysis, and how engineering leaders can integrate AI into on-call workflows without eroding human expertise.

By Alex Palcuie

Article: Beyond Offset Lag: Computing Time in Queue for Apache Hudi Data Lake Pipelines at Petabyte Scale

Srikanth Mamidala — Wed, 26 Aug 2026 09:00:00 GMT

In this article, author Srikanth Mamidala discusses the data lake architecture used for analytics, reporting, and machine learning and shows how to manage the consumer lag metrics when using Kafka and Apache Hudi.

By Srikanth Mamidala

Diagrid Catalyst 2.0 Adds Durable and Verifiable Execution for AI Agents

Mark Silvester — Wed, 26 Aug 2026 07:00:00 GMT

Diagrid Catalyst 2.0 applies Dapr-based recovery, signed workflow history and execution attestation across several agent frameworks. Architects should compare it with framework-native durability and established workflow engines, while evaluating benchmark evidence and operational trade-offs.

By Mark Silvester

Java News Roundup: JDK 27-RC1, OpenJDK JEPs, Jakarta EE, BellSoft, Helidon, Micrometer, Tika 4.0

Michael Redlich — Tue, 25 Aug 2026 15:20:00 GMT

This week's Java roundup for August 17th, 2026, features news highlighting: the first release candidate of JDK 27; JEP 541 and JEP 540 targeted for JDK 28; the GA release of Apache Tika 4.0; a maintenance release of Helidon; the first milestone releases of Micrometer Metrics 1.18 and Micrometer Tracing 1.8; an update on Jakarta EE 12; and BellSoft Critical Security Patch Updates.

By Michael Redlich

Presentation: Continuous Delivery for Foundational Platforms

Ian Nowland — Tue, 25 Aug 2026 13:34:00 GMT

Ian Nowland discusses why conventional CI/CD practices break down for stateful, core infrastructure. Drawing from his leadership at AWS and Datadog, he shares actionable techniques for safe progressive deployments, synthetic testing in production, and mitigating blast radius in complex software platforms.

By Ian Nowland

BMC Vulnerabilities Put Thousands of Servers at Risk of Hardware-Level Compromise

Craig Risi — Tue, 25 Aug 2026 12:00:00 GMT

Security researchers are warning that thousands of enterprise servers could be exposed to compromise through vulnerabilities in their Baseboard Management Controllers (BMCs) - specialized processors embedded in server motherboards that provide administrators with remote, out-of-band control.

By Craig Risi

Nuxt 4.5: Experimental SSR Streaming, Vite 8 and an Rsbuild-Powered Rspack Builder

Daniel Curtis — Tue, 25 Aug 2026 11:36:00 GMT

Nuxt has released version 4.5, featuring updates such as a switch to Vite 8, a new Rspack 2 builder, and experimental SSR streaming. This streaming enhances Time to First Byte by flushing the HTML shell instantly. The release also includes a stable error code system and new composables, alongside important upgrade instructions for developers moving from earlier versions.

By Daniel Curtis

Cursor Releases Origin as an Agent-Native Alternative to GitHub

Matt Saunders — Tue, 25 Aug 2026 08:00:00 GMT

AI coding agent Cursor has launched Origin, a git based code hosting platform embedded inside its AI-powered editor, positioning it as an alternative to GitHub for teams that already work in Cursor. Origin is rolling out in early beta on Pro, Teams and Enterprise plans, and lives inside a new Codebase tab within the Cursor application.

By Matt Saunders

Beyond Embedded: How DuckDB v2.0 Shifts Architecture toward Distributed Network Capabilities

Olimpiu Pop — Tue, 25 Aug 2026 06:06:00 GMT

DuckDB Labs has previewed DuckDB v2.0, codenamed "Cyanoptera." This release includes over 10000 commits and introduces a client/server mode, enabling network connections. Improvements also encompass extension portability, advanced data types, and a new parser. Performance enhancements include asynchronous I/O and storage optimisations. General availability is expected in fall 2026.

By Olimpiu Pop

Microsoft Moves AI Governance from Policy to Runtime Enforcement

Leela Kumili — Mon, 24 Aug 2026 13:49:00 GMT

Microsoft has outlined an AI governance architecture spanning nine governance domains and four functions: policy, control, visibility, and proof. The approach connects policies with runtime enforcement, continuous evaluation, observability, identity, security, and audit evidence to help organizations verify governance requirements as AI applications and agents operate in production.

By Leela Kumili

Article: Rightsizing Platform Engineering: Building the Platform Your Organization Actually Needs

John Keates — Mon, 24 Aug 2026 11:00:00 GMT

Shift-left and DevOps have impacted how we flow changes from inception to production, but at the cost of increased cognitive load and duplication of effort across testing, security, and maintenance. This article explores the real-world challenges of rightsizing developer platforms and finding a cultural match for engineering teams who use them to reduce cognitive load and deliver change faster.

By John Keates

Podcast: The Human Edge: Why Brownfield Codebases Need Mob Programming, Not Just AI Vibes

Asgaut Mjølne Söderbom, Ola Hast — Mon, 24 Aug 2026 11:00:00 GMT

Asgaut Mjølne Söderbom and Ola Hast discuss the evolution of their software engineering practices past continuous deployment and pair engineering. The conversation continues where it left off in the previous episode and focuses on the experiments in adopting Claude Code and the reasons why they consider it good for everything else, but not coding.

By Asgaut Mjølne Söderbom, Ola Hast

Presentation: Prompt to Prod: Engineering an Autonomous SDLC at Scale

Andrew Swerdlow — Mon, 24 Aug 2026 11:00:00 GMT

Andrew Swerdlow shares how Roblox scales autonomous software development from prompt to production. He discusses building robust security sandboxes, extracting institutional knowledge via code review exemplars, updating engineering infrastructure, and redefining productivity metrics around feature velocity and long-running AI turns to achieve trusted, automated deployment at scale.

By Andrew Swerdlow

JDK 27 and JDK 28: What We Know So Far

Michael Redlich — Mon, 24 Aug 2026 02:30:00 GMT

JDK 27, the second non-LTS release since JDK 25, has reached its first release candidate phase featuring a final set of nine new features, in the form of JEPs, that can be separated into four categories: Core Java Library, HotSpot, Security Library and Java Language Specification. We examine JDK 27 and predict what features have, or could be, targeted for JDK 28.

By Michael Redlich