InfoQ

GitHub Makes Agentic Workflows Generally Available with Isolation and Budget Controls

Mark Silvester — Wed, 11 Nov 2026 17:00:00 GMT

GitHub Agentic Workflows is generally available, running coding agents in GitHub Actions with read-only defaults and separately scoped write jobs. Those protections do not cover direct write permissions or custom jobs, so they depend on how each workflow is configured.

By Mark Silvester

JioHotstar Benchmarks Knowledge Bases for AI Coding Agents

Leela Kumili — Wed, 11 Nov 2026 14:28:00 GMT

JioHotstar evaluated 6 approaches to code retrieval for AI coding agents using SWE, CodeScale Bench, and an internal question-answering harness. Structural search performed well on concrete tasks, while semantic retrieval helped with ambiguous requirements. The findings highlight trade-offs in accuracy, token use, and tool design, underscoring the need to match retrieval tools to task types.

By Leela Kumili

How LinkedIn, Netflix & DoorDash Run Agents, Evals & Inference in Production: QCon AI New York 2026

Artenisa Chatziou — Wed, 11 Nov 2026 11:00:00 GMT

QCon AI New York has published its full program for December 15–16, 2026. Engineers from LinkedIn, Netflix, DoorDash, Figma, Pinterest, Honeycomb, Harvey, Google DeepMind and OpenAI describe AI systems they run in production. Talks cover agent permissions and guardrails, eval loops, inference cost, AI code review, and team adoption.

By Artenisa Chatziou

Presentation: Uncorking Queueing Bottlenecks with OpenTelemetry

Julian Wreford, Oli Lane — Wed, 11 Nov 2026 11:00:00 GMT

Oli Lane and Julian Wreford share how Gearset replaced guesswork in distributed asynchronous queues with OpenTelemetry tracing. They explain why traditional metrics fall short, how to implement user-centric SLOs based on latency distributions, and share practical debugging tips to help senior developers, software architects, and engineering leaders improve system reliability and team culture.

By Julian Wreford, Oli Lane

Article: The iOS Crash We Could Not Reproduce

Abhishek Gang Deb — Wed, 11 Nov 2026 09:00:00 GMT

This article describes the investigation to find the root cause of a production crash in a large-scale iOS consumer app that had no clean stack trace. The crash occurred intermittently and resisted every local reproduction attempt. The final code change was small, but identifying the root cause required turning a vague SIGBUS report into a controlled set of experiments.

By Abhishek Gang Deb

Angular's TypeScript 7-Powered Compiler Enters Beta with Rust-Based Preprocessor

Daniel Curtis — Wed, 11 Nov 2026 07:06:00 GMT

The Angular team has introduced ngp, a compiler preprocessor that rewrites the analysis stage in Rust using Oxc. It replaces ngc's dependence on the Transformer API, which TypeScript 7.0 removed. An early benchmark showed 2x to 3x faster cold builds. Adoption is expected in an Angular 22 minor release; production builds should stay on ngc until then.

By Daniel Curtis

Cloudflare Makes Basin Serverless Analytics Generally Available

Renato Losio — Tue, 10 Nov 2026 19:14:00 GMT

Cloudflare has announced the general availability of Basin, a serverless analytics platform built on Apache Iceberg and R2 Object Storage. The managed service supports open data formats and integrates with tools such as DuckDB, Snowflake, and Apache Spark, with no data egress fees.

By Renato Losio

Google Finds that Technical Debt Can Derail Coding Agents Through "Agent Distraction"

Sergio De Simone — Tue, 10 Nov 2026 18:00:00 GMT

In a recent article, Google senior staff software engineer Sam Saccone and senior staff data scientist Madhuri Garikapati highlighted the cost of agent distraction, where AI coding agents get derailed by stale technical debt, such as old TODO comments, obsolete bug references, and outdated specs, leading them to embark on unrequested "side-quests".

By Sergio De Simone

Pinterest and Intel Take Open-Source Profiling to Internet Scale

Craig Risi — Tue, 10 Nov 2026 12:00:00 GMT

Pinterest has partnered with Intel to extend gProfiler, an open-source continuous profiler that provides production performance visibility across an internet-scale fleet of infrastructure.

By Craig Risi

Presentation: Batch Intelligence at Scale: Cost-Efficient Multi-Agent LLM Workflows with Built-In Resilience

Aditya Mulik — Tue, 10 Nov 2026 11:00:00 GMT

Aditya Mulik explains how Walmart Global Tech deployed multi-agent LLM workflows across 4,700 stores for nightly batch inventory forecasting. He discusses tackling production hurdles - schema violations, cross-department data mismatches, and network drops - via MCP grounding and loop agents, while slashing cloud inference costs from $100k+ to $10k per month shifting from PTUs to pay-as-you-go.

By Aditya Mulik

Article: LLM Reliability Layers Under Test: Accuracy, Yield, and the Limits of Verification

Pushpdeep Mishra, Wejdan Bagais — Tue, 10 Nov 2026 09:00:00 GMT

Verification layers sort outputs by trust rather than fixing errors. In a benchmark of six reliability layers, voting and self-correction failed to recover accuracy - they only withheld doubtful records. Production systems gain more reliability by replacing generation with deterministic lookups, tracking yield over raw accuracy, and resolving extraction bottlenecks before stacking checks.

By Pushpdeep Mishra, Wejdan Bagais

Google Cloud Spend Caps Reach General Availability with API and Monthly Resets

Steef-Jan Wiggers — Tue, 10 Nov 2026 08:39:00 GMT

Google Cloud has made spend caps on Cloud Billing Budgets generally available, pausing new usage of a service in a project once a monthly budget is hit, without deleting resources. GA adds an API, estimated live costs, and automatic monthly resets, but caps cover only the Gemini API, the Agent Platform, Cloud Run, and Cloud Run functions, and overages during enforcement delays are still billed.

By Steef-Jan Wiggers

Effect 4.0 Ships: Dependency-Free Rewrite with 5x Smaller Bundles and Long-Term Support

Daniel Curtis — Tue, 10 Nov 2026 06:33:00 GMT

Effect 4.0, a TypeScript framework for typed errors and structured concurrency, was released on 30 September 2026 with a rewritten fiber runtime. The team reports a bundle size drop from 35.6 kB to 7.1 kB and about 6.4x higher throughput, though these figures are not independently verified. It also adds long-term support through September 2029.

By Daniel Curtis

Java News Roundup: TornadoVM, A2A Java, Open Liberty, Open J Proxy, Gradle, EclipseStore

Michael Redlich — Mon, 09 Nov 2026 18:40:00 GMT

This week's Java roundup for November 2nd, 2026, features news highlighting: point releases of TornadoVM, TornadoInsight, A2A for Java, Gradle and EclipseStore; the November 2026 edition of Open Liberty; the third release candidate of Open J Proxy; the second release candidates of Micrometer Metrics and Micrometer Tracing; and the third beta release of Quarkus 4.0.

By Michael Redlich

Google Releases Gemini 4 Argon for Robotics Control, Simulation, and Policy Improvement

Daniel Dominguez — Mon, 09 Nov 2026 15:44:00 GMT

Google has released Gemini 4 Argon framing it as a general-purpose physical-reasoning model for robot control, Real2Sim scene construction, multimodal labeling of robot video, and iterative policy improvement, rather than as a single end-effector policy.

By Daniel Dominguez