InfoQ

DuckLake 1.0: Data Lake Format with SQL Catalog Metadata

Renato Losio — Sat, 02 May 2026 06:48:00 GMT

DuckDB Labs recently released DuckLake 1.0, a data lake format that stores table metadata in a SQL database rather than across many files in object storage. The first implementation is available as a DuckDB extension and includes catalog-stored small updates, improved sorting and partitioning options, and compatibility with Iceberg-style data features.

By Renato Losio

JobRunr Introduces ClawRunr, an Open-Source Java AI Agent

Diogo Carleto — Fri, 01 May 2026 15:00:00 GMT

JobRunr has introduced ClawRunr, an open-source Java AI agent for scheduled, recurring, and one-off background tasks. Formerly JavaClaw, it runs on users' hardware and combines conversational interaction with persistent task execution, MCP tools, browser automation, and web, Telegram, and Discord channels, while using JobRunr for scheduling, retries, and monitoring.

By Diogo Carleto

Confluent Moves Schema IDs to Kafka Headers to Simplify Schema Governance

Leela Kumili — Fri, 01 May 2026 14:06:00 GMT

Confluent introduces a new approach in Apache Kafka that moves schema IDs from message payloads to record headers, aiming to simplify schema governance and evolution. The update integrates with Schema Registry, improves compatibility across serialization formats, and reduces coupling between data and metadata in event-driven architectures.

By Leela Kumili

Meta Deploys Unified AI Agents to Automate Performance Optimization at Hyperscale

Craig Risi — Fri, 01 May 2026 12:00:00 GMT

Meta has unveiled a new AI-driven capacity efficiency platform that uses unified AI agents to automatically detect and resolve performance issues across its global infrastructure, marking a significant step toward self-optimizing systems at hyperscale.

By Craig Risi

Presentation: The Next Generation of AI Products

Hilary Mason — Fri, 01 May 2026 09:23:00 GMT

Hilary Mason shares her journey from academia to building AI products at scale. She discusses the shift from discrete engineering to probabilistic mindsets, explaining why managing "human considerations" is the hardest part of the stack. She explains the "existential crisis" for engineers, arguing that great architecture today is about context management, systems thinking, and good taste.

By Hilary Mason

Vitest 4.1: Test Tags, Native Node.js Execution and AI Agent Reporter

Daniel Curtis — Fri, 01 May 2026 09:03:00 GMT

Vitest 4.1, developed by VoidZero, enhances JavaScript testing with features like test tags for filtering and configuring tests, an experimental mode to bypass Vite's module runner, and new lifecycle hooks. It supports Vite 8 from the start. Notably, it reports improvements in performance compared to Jest. The release addresses issues and provides guides for migration.

By Daniel Curtis

Article: Securing Autonomous AI Agents on Kubernetes: Trust Boundaries, Secrets, and Observability for a New Category of Cloud Workload

Nik Kale — Fri, 01 May 2026 09:00:00 GMT

Autonomous AI agents break Kubernetes security assumptions with dynamic dependencies, multi-domain credentials, and unpredictable resource use. This article covers production-tested patterns: Job-based isolation, Vault for scoped short-lived credentials, a four-phase trust model from shadow mode to autonomous operation, and observability for non-deterministic reasoning cycles.

By Nik Kale

Broadcom Donates Velero to CNCF, Shifting Kubernetes Backup to Community Governance

Matt Saunders — Fri, 01 May 2026 08:00:00 GMT

Broadcom has announced the contribution of Velero, its Kubernetes-native backup, restore and migration project, to the Cloud Native Computing Foundation (CNCF) as a Sandbox project. Velero It operates at the Kubernetes API layer, capturing cluster state through Custom Resource Definitions (CRDs) rather than through hypervisor or storage-layer snapshots.

By Matt Saunders

NVIDIA Launches Ising Open Models for Quantum Computing

Daniel Dominguez — Thu, 30 Apr 2026 20:44:00 GMT

NVIDIA has announced a new family of open models called NVIDIA Ising, designed to address quantum processor calibration and quantum error correction. These are two of the main engineering challenges limiting the scalability of current quantum systems, where noise and instability in qubits reduce the reliability of computations.

By Daniel Dominguez

NestJS v12 Roadmap: Full ESM Migration, Standard Schema Validation and Modernised Toolchain

Daniel Curtis — Thu, 30 Apr 2026 16:00:00 GMT

NestJS has announced a draft pull request for its upcoming v12.0.0 release, scheduled for early Q3 2026. Key changes include a transition from CommonJS to ESM, native Standard Schema support in route decorators, and shifts in testing and linting tools. Vitest will replace Jest, and oxlint will replace ESLint, while Rspack will replace Webpack for bundling.

By Daniel Curtis

Driving and Measuring the Impact of Platform Engineering

Ben Linders — Thu, 30 Apr 2026 11:22:00 GMT

Platform engineering has to be approached from a socio-technical perspective, and shaped by all stakeholders, not just developers, Sergiu Petean said in his talk Driving the Future of Insurance through Platform Engineering. Platform success depends on written principles that endure change while embracing change as the main design force, to enable teams to build, run, and release software.

By Ben Linders

Cloudflare Announces Agent Memory, a Managed Persistent Memory Service for AI Agents

Steef-Jan Wiggers — Thu, 30 Apr 2026 10:10:00 GMT

Cloudflare announced Agent Memory in private beta, a managed service that extracts structured memories from AI agent conversations and retrieves them on demand using five-channel parallel retrieval with Reciprocal Rank Fusion. Shared memory profiles let teams of agents access common knowledge. Competitors include Mem0, Zep, LangMem, and Letta.

By Steef-Jan Wiggers

Meta's Approach to Migrating their Systems to Post-Quantum Cryptography

Sergio De Simone — Thu, 30 Apr 2026 10:00:00 GMT

Meta has already begun preparing for the threats posed by quantum computing and migrating its systems to post-quantum cryptography, a complex process that will take multiple years to complete. In a recent article, Meta researchers outline their strategy and share key lessons learned along the way.

By Sergio De Simone

Presentation: Stripe’s Docdb: How Zero-Downtime Data Movement Powers Trillion-Dollar Payment Processing

Jimmy Morzaria — Thu, 30 Apr 2026 09:52:00 GMT

Jimmy Morzaria discusses the evolution of Stripe’s database tier to support 5 million QPS with 5.5 nines of reliability. He explains the architecture of DocDB and shares how Stripe leverages a custom zero-downtime data movement platform to perform horizontal sharding, version upgrades, and multi-tenant migrations - all while maintaining the strict consistency required for global commerce.

By Jimmy Morzaria

Dropbox Redesigns Compaction to Reclaim Space from Underfilled Storage Volumes

Renato Losio — Thu, 30 Apr 2026 09:23:00 GMT

Dropbox recently explained how it improved storage efficiency in Magic Pocket, the company's internal immutable blob store for storing user files at scale, by redesigning compaction strategies to reclaim space from severely underfilled storage volumes. The system now periodically reorganizes valid data into new volumes, allowing old, partially used ones to be cleared and reused.

By Renato Losio