InfoQ

Swiggy Improves Search Autocomplete Using Real Time Machine Learning Ranking

Leela Kumili — Mon, 18 May 2026 14:38:00 GMT

Swiggy detailed real-time machine-learning ranking system for autocomplete built on OpenSearch. The architecture separates candidate generation and ranking, uses feature stores for real time signals, and applies learning to rank models for improved relevance. It replaces heuristic ranking while maintaining strict latency constraints and enabling continuous model updates from user behavior signals.

By Leela Kumili

Anthropic's Code With Claude Announces Managed Agents, Proactive Workflows, Capability Curve

Andrew Hoblitzell — Mon, 18 May 2026 13:14:00 GMT

Anthropic hosted "Code with Claude 2026" in San Francisco, featuring livestream sessions focused on Claude Code, the Claude API platform, and other projects. Key topics included developer experience, autonomy features, model step-changes, and the impact of AI on product architecture. Discussions included insights from GitHub, Vercel, and AI-native startups on engineering strategies and challenges.

By Andrew Hoblitzell

Java News Roundup: OpenJDK JEPs, Azul Payara, WildFly, LangChain4j, OpenXava, Google ADK

Michael Redlich — Mon, 18 May 2026 12:45:00 GMT

This week's Java roundup for May 11th, 2026, features news highlighting: three OpenJDK JEPs targeted for JDK 27; introducting Azul Payara Community and the WildFly wado CLI tool; point releases of LangChain4j and Google ADK; and maintenance releases of Micronaut and OpenXava.

By Michael Redlich

Article: Building a Secure MCP Server on AWS for a Million-Company B2B Platform

Shadi Elyafi — Mon, 18 May 2026 11:00:00 GMT

We wanted to expose a B2B intelligence platform built on more than one million company profiles to an LLM client through an MCP server so a user can ask “find SaaS companies in Germany with 50-200 employees” and receive results through the LLM client. The engineering problem was: How do you make that workflow useful without creating an unsafe bridge between an LLM and production data?

By Shadi Elyafi

Podcast: Context is the Key to the Agentic Architecture Revolution: A Conversation with Baruch Sadogursky

Baruch Sadogursky — Mon, 18 May 2026 11:00:00 GMT

Michael Stiefel spoke to Baruch Sadogursky about software architecture in the age of agentic AI. LLM can function, albeit stochastically, as reasoning machines capable of interpreting human ambiguity. With the appropriate rigorous context artifacts to control the LLM’s reasoning, software specifications can become the source of truth, while the code becomes a disposable intermediate language.

By Baruch Sadogursky

Presentation: Product Thinking for Cloud Native Engineers

Cat Morris, Stéphane Di Cesare — Mon, 18 May 2026 10:06:00 GMT

Stéphane Di Cesare and Cat Morris share how engineers can move from being a "cost center" to a value driver using product discovery. They explain the "Double Diamond" framework and why identifying user problems must precede building solutions. Learn to choose the right metrics, build customer empathy through shadowing, and use business context to maximize the impact of your technical work.

By Cat Morris, Stéphane Di Cesare

Cloudflare and Stripe Let AI Agents Create Accounts, Buy Domains, and Deploy to Production

Steef-Jan Wiggers — Mon, 18 May 2026 09:41:00 GMT

Cloudflare and Stripe launched a protocol that lets AI agents autonomously create cloud accounts, register domains, start subscriptions, and deploy to production. Stripe handles identity and payment with a $100/month default cap. No other major cloud provider offers comparable agent-driven account provisioning.

By Steef-Jan Wiggers

Navigation API Reaches Baseline Newly Available as Replacement to the History API

Daniel Curtis — Mon, 18 May 2026 06:33:00 GMT

The Navigation API is a new interface for managing client-side navigation in single-page applications, now available in major browsers as of January 2026. It addresses limitations of the prior History API by providing a unified event model and improved history management. Key features include the navigate event, automatic URL updates, and integrated error handling.

By Daniel Curtis

OpenAI Open-Sources Symphony, a SPEC.md for Autonomous Coding Agent Orchestration

Sergio De Simone — Sun, 17 May 2026 20:00:00 GMT

OpenAI Symphony is an agent orchestrator that uses project-management tools, like issue trackers, as a control plan to coordinate multiple coding agents. Instead of developers managing interactive coding sessions, Symphony manages "tasks" by assigning each one to a dedicated agent that works autonomously to completion. Once a task is finished, a human is in charge to review the resulting output.

By Sergio De Simone

Neobank Monzo Builds Governed Data Mesh across 100 Teams and 12000 dbt Models

Renato Losio — Sun, 17 May 2026 11:02:00 GMT

Monzo recently redesigned its data warehouse to support more than 100 teams working on over 12000 dbt models. Introducing a so-called "meshy" approach, Monzo cut warehouse costs by about 40% and improved data delivery speed by 25%.

By Renato Losio

Ubuntu Embraces Local AI instead of Cloud-First OS Integration

Sergio De Simone — Sat, 16 May 2026 20:00:00 GMT

Ubuntu has outlined its AI strategy, describing it as a deliberate departure from industry trends towards cloud-centric, AI-first operating systems. Instead, the company says, Ubuntu will focus future releases on local intelligence, modular design, and strict user control.

By Sergio De Simone

Google Introduces Cloud Fraud Defense as Successor to reCAPTCHA

Renato Losio — Sat, 16 May 2026 08:39:00 GMT

At the recent Next ‘26 conference, Google introduced Google Cloud Fraud Defense, the successor to reCAPTCHA. The platform goes beyond basic bot detection to address broader online fraud across login, account creation, and payment flows, helping organizations detect suspicious behavior and block abuse, including fake accounts, automated attacks, and transaction fraud.

By Renato Losio

Microsoft Releases Aspire 13.3 with Major Deployment and Frontend Updates

Almir Vuk — Sat, 16 May 2026 08:34:00 GMT

Microsoft has released Aspire 13.3, introducing a new aspire destroy command for tearing down deployments across Azure, Kubernetes, and Compose. The release adds native Kubernetes deployment in preview, first-class JavaScript publishing for Next.js and Vite, browser log capture, and a default-enabled container tunnel, alongside several breaking changes developers should review.

By Almir Vuk

Anthropic Introduces Routines for Claude Code Automation

Daniel Dominguez — Fri, 15 May 2026 15:51:00 GMT

Anthropic has introduced a new feature called Routines for Claude Code, allowing developers to configure automated coding workflows that run on schedules, through API calls, or in response to external events.

By Daniel Dominguez

Cloudflare Introduces Workflows V2 with Deterministic Execution and 50K Concurrent Workflows

Leela Kumili — Fri, 15 May 2026 14:04:00 GMT

Cloudflare introduces Workflows V2, a redesigned distributed workflow orchestration system with deterministic replayable execution, improved observability, and major scaling upgrades, including 50,000 concurrent instances and 2M queued workflows. It supports AI agents, data pipelines, and background processing with improved reliability across distributed systems.

By Leela Kumili