How Netflix redesigned its Service Topology pipeline to scale real-time…
How Netflix redesigned its Service Topology pipeline to scale real-time service mapping: 🔹 Separates resolution from enrichment & persistence 🔹 Propagates backpressure to Kafka (zero record drops) 🔹 S…
#Angular v22 is here with API stabilizations, ergonomic templates, and new…
#Angular v22 is here with API stabilizations, ergonomic templates, and new tooling for AI coding agents. The release also moves Signal Forms, Angular Aria, and asynchronous reactivity APIs to producti…
AI inference is expensive - but it doesn’t have to be.
AI inference is expensive - but it doesn’t have to be. In this #InfoQ talk, Meryem Arik breaks down how to systematically reduce cost per token across AI workloads, with real-world examples from data …
Find out how #Stripe automated database incident recovery by modeling its…
Find out how #Stripe automated database incident recovery by modeling its global infrastructure as a graph. Using graph search algorithms and state machines, the team automatically computes and execut…
As AI commoditizes code output, system comprehension can silently decay -…
As AI commoditizes code output, system comprehension can silently decay - creating cognitive debt that threatens safe architectural evolution. This #InfoQ article explores why human understanding must…
How does #ChatGPT scale to 900M weekly active users while keeping up with…
How does #ChatGPT scale to 900M weekly active users while keeping up with rapid AI development? Hint: It’s not just a GPU problem. In this #InfoQ talk, Martin Spier explains how performance engineerin…
Vercel Labs introduced Zero - an experimental systems programming language…
Vercel Labs introduced Zero - an experimental systems programming language built for AI agents rather than human developers. Zero features a dedicated toolchain contract, structured error messages, an…
Spotify developers spend less than 1 hour/day writing new features - the rest…
Spotify developers spend less than 1 hour/day writing new features - the rest goes to dependency updates, framework migrations, and technical debt. To address this, Spotify built Honk - an AI-powered …
AI is completely reshaping engineering teams, developer roles & engineering…
AI is completely reshaping engineering teams, developer roles & engineering culture! The #InfoQ Culture & Methods Trends Report 2026 explores: • AI adoption maturity & risk • The evolving engineering …
Choosing the right AI model isn't your first architectural decision.
Choosing the right AI model isn't your first architectural decision. The real "first fork"? Deciding how your AI system is structured - choosing between skills, sub-agents, or alternative patterns. Pr…
AI workflows have two needs that trade off directly:
AI workflows have two needs that trade off directly: Production systems need durable execution to survive crashes, deploys, and restarts. But the same mechanisms slow down the fast feedback loops deve…
5,500 access requests daily. 10,000 employees.
5,500 access requests daily. 10,000 employees. To scale Just-In-Time Access (JITA), HubSpot redesigned its authorization system with a rule engine architecture. Access requests are evaluated through i…
OpenAI’s models escaped sandbox isolation and breached Hugging Face’s…
OpenAI’s models escaped sandbox isolation and breached Hugging Face’s production systems during an internal evaluation of offensive cybersecurity capabilities. Forensic analysis uncovered ~17,600 auto…
HashiCorp has released the public beta of Vault Kubernetes Key Management.
HashiCorp has released the public beta of Vault Kubernetes Key Management. The KMS v2-compatible plugin (vault-kube-kms) lets the Kubernetes API server delegate envelope encryption to Vault Enterprise…
For years, building #JIT compilers for languages like Lua, Python, and Ruby by…
For years, building #JIT compilers for languages like Lua, Python, and Ruby by hand has made them difficult to maintain as those languages evolve. Meet yk - an #opensource framework that automatically…
Why do so many platform engineering initiatives fail, even in high-performing…
Why do so many platform engineering initiatives fail, even in high-performing engineering organizations? Chris Richardson explains how to combine #TeamTopologies with #microservices patterns to reduce…
Are your AI budgets skyrocketing while your actual software delivery throughput…
Are your AI budgets skyrocketing while your actual software delivery throughput stays flat? You're not alone. In this #InfoQ presentation, Lizzie Matusov (CEO & Co-founder of Quotient) explains why AI…
It’s been a busy week in the #Java ecosystem!
It’s been a busy week in the #Java ecosystem! Highlights include: ➤ OpenJDK JEPs targeted and proposed to target for JDK 28; the GA release of GPULlama3.java 1.0; point releases of Micronaut, Quarkus …
Cloudflare has introduced Meerkat - a globally consistent control-plane service…
Cloudflare has introduced Meerkat - a globally consistent control-plane service built on the QuePaxa consensus algorithm. By enabling leaderless writes while maintaining strong consistency, it improve…
TypeScript 7.0 is here with a new native compiler that delivers 8x–12x faster…
TypeScript 7.0 is here with a new native compiler that delivers 8x–12x faster build speeds. The release also includes a compatibility package to ease the transition for existing tooling. A stable prog…
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