In this issue, September 1, 2026 View it in your browser.

Cursor Origin, Data Layer, BMC Flaw, Claude IR, Cloudflare TCP, DB Agents, Audio Fingerprinting, Numba, JDK 27/28, PQC Spring, Astro Sätteri, Nuxt 4.5, Uber GitFarm, Netflix Commerce, Testing, Rightsizing PlatEng

Current pricing ends September 8 for QCon San Francisco, QCon AI New York, and QCon London.

All QCon speakers have practical experience with the topics they present on stage. The upcoming QCon conferences are San Francisco (Nov 16-18), New York (Dec 15-16), and London (Apr 13-15). Current pricing is available until September 8. Explore upcoming conferences.

 

Sponsored by Harness

Beyond the PR: The New Control Plane for Agentic Software Delivery - Sponsored by Harness

Beyond the PR: The New Control Plane for Agentic Software Delivery

AI coding agents can write code and open pull requests—but production software still requires testing, security, approvals, and reliable rollbacks. Discover how agent-native CLIs and MCP can give AI agents safe, controlled access to the full software delivery lifecycle. Live Webinar, September 17th, 2026 - Save your Seat.

https://res.infoq.com/podcasts/brownfield-codebases-mob-programming/en/smallimage/infoq-podcast-500-1787057874183.jpg

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

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. (Podcast)

TOP AI, ML & Data Engineering NEWS HEADLINES

  1. FreeToken Unlocks Frontier MoE Inference on Consumer Hardware via Dynamic Co-Execution

  2. Meta Expands Its Custom Silicon Strategy From Compute Into Networking

  3. Cursor Releases Origin as an Agent-Native Alternative to GitHub

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

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

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. (Article)

Architecting the Data Layer for AI Agents: From Transactional Systems to MCP and Semantic Models

Fabiane Nardon shares how TOTVS prepares enterprise data for token-hungry AI agents. She discusses balancing deterministic logic and non-deterministic LLMs across precision, security, and cost. Nardon details using data mesh, low-latency database architectures, semantic ontologies, and dynamic MCP tool selection to optimize context windows and reduce token overhead in transactional systems. (Presentation with transcript included)

Prompt to Prod: Engineering an Autonomous SDLC at Scale

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. (Presentation with transcript included)

Sponsored by Akka

How Manulife Is Bringing Agentic AI into Production - Sponsored by Akka

How Manulife Is Bringing Agentic AI into Production

What does it take to run agentic AI in production? Manulife selected Akka to support scalable, resilient, and governed AI systems designed for enterprise workloads. Explore the cost and governance benefits of placing Akka at the heart of their agentic architecture. Explore the Case Study.

TOP DevOps NEWS HEADLINES

  1. AKS Looks to Make Node Disruption More Predictable with New NAP Guidance

  2. Diagrid Catalyst 2.0 Adds Durable and Verifiable Execution for AI Agents

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

Can Claude Fix Itself? Using LLMs for Incident Response

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. (Presentation with transcript included)

Continuous Delivery for Foundational Platforms

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. (Presentation with transcript included)

TOP Cloud NEWS HEADLINES

  1. Cloudflare Workers Accept Inbound TCP, with gRPC the First Protocol on Top

  2. Google Cloud Launches AI-powered Agents to Simplify Database Lifecycle Management

Cloudflare Wallets Arrives Late to x402, and the Spending Controls Stop at the Payment

Cloudflare announced Wallets, giving agents a stablecoin balance and spending controls, though only handle claiming is live and squatting complaints have already surfaced. Payments run on x402, now hosted by the Linux Foundation. The controls bound single payments, not sequences, leaving composition to the application above. (News)

TOP Development NEWS HEADLINES

  1. Audio Fingerprinting Discovered on Alibaba Websites While Debugging BLE Multipoint Disconnects

Python, Numba, and Algorithm Design: Building Efficient Models in Financial Services

Chad Schuster discusses bridging Python's developer velocity with C-like performance using Numba JIT and GPUs. Drawing from large-scale actuarial modeling, he explains LLVM pipeline architecture, performance gains up to 750x, and essential trade-offs like OOP limits, type inference errors, and compile-time overhead for engineering leaders scaling compute-heavy enterprise systems. (Presentation with transcript included)

TOP Java NEWS HEADLINES

  1. Spring News Roundup: First Milestone Releases for Boot, Framework, Data, Security, Modulith, Batch

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

  3. JDK 27 and JDK 28: What We Know So Far

Post-Quantum Cryptography in Spring Boot: Four Patterns You Can Ship This Sprint

There are four patterns that bring PQC into a Spring Boot fleet: encrypting payloads between services, locking down database fields, signing documents that need to hold up for decades, and moving service tokens off RS256. Along the way, we discuss why Harvest Now, Decrypt Later is already happening, and why none of this is production-safe until KMS or Vault is in place. (Article)

TOP Web Development NEWS HEADLINES

  1. Astro Introduces Sätteri: a Rust-Powered Markdown and Mdx Processor with up to 60% Faster Builds

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

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. (News)

TOP Architecture & Design NEWS HEADLINES

  1. Uber Builds GitFarm to Run Git Operations as a Service for Large-Scale Monorepos

  2. AWS Introduces Specification-Driven Composition for Flexible Data Workflows

  3. Microsoft Moves AI Governance from Policy to Runtime Enforcement

From DVDs to Global Streaming: How Netflix’s Commerce Architecture Actually Evolved

Kasia Trapszo discusses how Netflix evolved its commerce platform from a U.S. DVD service into global infrastructure. She explains navigating international payment realities, adapting to strict regulatory mandates, decomposing monolithic architectures along domain boundaries, and re-architecting systems for massive live-event demand - proving great systems survive by continually evolving. (Presentation with transcript included)

TOP Culture & Methods NEWS HEADLINES

  1. How to Make Testing More Sustainable

Rightsizing Platform Engineering: Building the Platform Your Organization Actually Needs

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. (Article)

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