InfoQ

Slack Eliminates SSH in EMR Pipelines, Migrates 700+ Jobs to Rest-Based Architecture

Leela Kumili — Fri, 12 Jun 2026 14:39:00 GMT

Slack modernized its data platform by replacing SSH based execution in Amazon EMR pipelines with a REST driven orchestration layer called Quarry. The migration covered 700 plus Airflow operators, improving security, reliability, and observability while eliminating direct SSH access across production clusters and enabling a server side job lifecycle model.

By Leela Kumili

Angular's Official Agent Skills Helps AI Coding Tools Write Modern Angular

Daniel Curtis — Fri, 12 Jun 2026 13:30:00 GMT

Google's Angular team has released a repository called angular/skills, focusing on Agent Skills that enhance AI coding agents' ability to write modern Angular code. The repository includes skills for generating code and scaffolding applications, reinforcing current Angular conventions. It serves as a snapshot, aiming to improve AI suggestions by providing updated context.

By Daniel Curtis

Pinecone Brings AI Agents Directly to Enterprise Data with Microsoft OneLake Integration

Craig Risi — Fri, 12 Jun 2026 12:00:00 GMT

Pinecone has announced a new integration between its Nexus knowledge engine and Microsoft OneLake, aiming to fundamentally change how enterprise AI agents access and reason over corporate data.

By Craig Risi

Run Untrusted AI Agent Code Safely with Azure Container Apps Sandboxes

Claudio Masolo — Fri, 12 Jun 2026 11:00:00 GMT

Microsoft has announced the public preview of Azure Container Apps Sandboxes. This new ARM resource type is Microsoft.App/SandboxGroups, runs untrusted code generated by agents in hardware-isolated environments. Each sandbox starts from an OCI disk image in less than a second. It can scale to thousands of instances at once and costs nothing when idle.

By Claudio Masolo

Presentation: Moving Mountains: Migrating Legacy Code in Weeks instead of Years

David Stein — Fri, 12 Jun 2026 09:24:00 GMT

David Stein shares how to rethink large-scale architectural migrations using AI. He discusses ServiceTitan's "assembly line" pattern, explaining how decomposing legacy codebase refactoring into standardized tasks can achieve massive parallelization. He highlights the critical role of programmatically rigid validation loops to eliminate LLM hallucinations and accelerate engineering agility.

By David Stein

Podcast: Craig McLuckie on Culture as a Team's Operating System in the AI Era

Craig McLuckie — Fri, 12 Jun 2026 09:00:00 GMT

In this podcast, Shane Hastie, Lead Editor for Culture & Methods spoke to Craig McLuckie, co-creator of Kubernetes and CEO of Stacklok, about the impact of AI coding tools on open source communities and engineering teams, designing deliberate organisational culture, and navigating evolving career paths for engineers in the age of AI.

By Craig McLuckie

Oracle's OpenJDK Bans Generative AI Contributions While Oracle's GraalVM Allows Them

Karsten Silz — Fri, 12 Jun 2026 06:00:00 GMT

Two related, Oracle-backed projects published opposing policies on open-source contributions created with generative AI: The OpenJDK Governing Board approved an interim policy prohibiting such contributions, while the Coding Assistants policy from GraalVM permits them. Both projects require contributors to sign the same Oracle Contributor Agreement (OCA) for intellectual property.

By Karsten Silz

Lyft Uses Mapping Intelligence to Reduce Friction in Gated Community Pickups

Leela Kumili — Thu, 11 Jun 2026 14:18:00 GMT

Lyft details a new pickup experience to improve reliability in gated communities, where 25–30% of rides face routing and access challenges. The system uses mapping signals, boundary detection, and routing improvements to reduce cancellations and coordination overhead between riders and drivers, highlighting how real-world constraints drive evolution in geospatial systems.

By Leela Kumili

Building and Scaling a Platform with Project-as-a-Service

Ben Linders — Thu, 11 Jun 2026 11:17:00 GMT

When a platform started with total developer autonomy, teams felt overwhelmed and ended up solving the same problems in completely different ways. The company shifted to enablement over support, working together with teams intensively, and helping teams feel confident and capable, turning the right way into being the easiest way.

By Ben Linders

OpenAI's GPT-5.5 and Codex Reach General Availability on Amazon Bedrock

Steef-Jan Wiggers — Thu, 11 Jun 2026 09:24:00 GMT

OpenAI's GPT-5.5, GPT-5.4, and Codex are now generally available on Amazon Bedrock, one month after OpenAI revised its exclusive Azure arrangement. Pricing matches OpenAI's direct rates with usage counting toward AWS commitments. Codex shifts to pay-per-token billing with no seat fees. GPT-5.4 is the first OpenAI model available in AWS GovCloud.

By Steef-Jan Wiggers

Presentation: Building and Scaling UI Systems for Internal Tools at Meta

Cindy Zhang — Thu, 11 Jun 2026 09:05:00 GMT

Cindy Zhang discusses the evolution of XDS, a unified UI system powering 10,000+ internal tools. She shares actionable insights for architects and engineering leaders on managing large-scale community contributions, executing safe monorepo refactors using JS AST and AI codemods, mitigating breaking changes via feature flags, and expanding UI libraries into full-stack platform systems.

By Cindy Zhang

Microsoft Open-Sources PostgreSQL Extension for In-Database Durable Execution

Sergio De Simone — Wed, 10 Jun 2026 20:00:00 GMT

Recently open-sourced by Microsoft, pg_durable is a PostgreSQL extension that enables durable workflows to run natively inside the database, eliminating the need for external orchestration systems.

By Sergio De Simone

Presentation: Beyond Prompting: Context Engineering and Memory Management for AI Systems at Scale

Adi Polak — Wed, 10 Jun 2026 12:03:00 GMT

Adi Polak discusses the architecture required to transition from stateless prompts to state-aware, context-rich AI agents. Drawing on 15 years in distributed systems, she shares how engineering leaders can leverage Apache Kafka and Flink for real-time stream processing, dynamic memory tiering, and tool orchestration via MCP to solve token limits, cost spikes, and latency bottlenecks.

By Adi Polak

Azure API Management Ships Unified Model API and MCP Content Safety at Build 2026

Steef-Jan Wiggers — Wed, 10 Jun 2026 09:38:00 GMT

Azure API Management shipped a Unified Model API that lets clients speak one format while APIM transforms requests to Anthropic, Vertex AI, and other backends. Content safety policies now cover MCP tool calls and Agent-to-Agent payloads alongside LLM traffic. Token metrics expanded to track reasoning, cached, and audio tokens across providers.

By Steef-Jan Wiggers

Presentation: Confidently Automating Changes Across a Diverse Fleet

Casey Bleifer — Tue, 09 Jun 2026 12:14:00 GMT

Netflix engineer Casey Bleifer shares how to achieve rapid, automated code changes across a massive, diverse software fleet. She discusses building an event-driven orchestration platform using composable, Lego-like steps, and explains how Netflix utilizes automated canary validation, compliance checks, and a custom "confidence metric" to eliminate the long tail of manual engineering migrations.

By Casey Bleifer