InfoQ

Shopify Introduces Gisting: Compressing LLM System Prompts into Learned Tokens

Sergio De Simone — Thu, 03 Sep 2026 20:00:00 GMT

Shopify's engineering introduced gisting, a novel technique for compressing long LLM prompts into a smaller set of learned "gist" tokens, improving throughput and reducing inference cost.

By Sergio De Simone

Rigorous Yet Sustainable Human Reviews in the AI Era

Ben Linders — Thu, 03 Sep 2026 11:57:00 GMT

Mandatory AI checks paired with manual spikes for complex changes keep developers sharp. Teams can boost velocity by skipping peer reviews on low-risk PRs and using AI approvals, provided most developers are code owners and teams are small.

By Ben Linders

pnpm 12 Rewrites Package Manager in Rust, Accelerating Installs While Preserving pnpm 11 Workflows

Daniel Curtis — Thu, 03 Sep 2026 11:23:00 GMT

pnpm 12 has transitioned to a native Rust implementation, maintaining compatibility with pnpm 11 commands, flags, and formats. This update enhances startup and filesystem performance, particularly when using existing caches. Community feedback highlights the performance gains while noting some trade-offs in larger artifact sizes.

By Daniel Curtis

Presentation: Instrumentation at Scale: Having Your Performance Cake and Eating It Too

Brian Martin — Thu, 03 Sep 2026 09:28:00 GMT

Brian Martin discusses the real-world performance costs of metrics libraries and shares strategies for low-overhead, "fearless" instrumentation. Drawing from his work at IOP Systems, he explores atomic primitives, per-CPU sharding, lock-free histograms, and eBPF integration to help software architects and engineering leaders maintain full system visibility without sacrificing performance.

By Brian Martin

Cohere’s Parse 5 Promises Efficient Multi-Modal Information Extraction from Complex Documents

Olimpiu Pop — Thu, 03 Sep 2026 06:06:00 GMT

Cohere has launched Parse 5, a multimodal foundation model designed to extract structured data from complex enterprise documents. The 2.3-billion-parameter system converts visually rich PDFs into Markdown while providing bounding box coordinates for visual grounding. It has been evaluated against over 2,000 enterprise pages, achieving an average score of 79.2 in key performance areas.

By Olimpiu Pop

Swiggy Uses 350+ Features and Multi-Task MLP to Predict Customer Lifetime Value

Leela Kumili — Wed, 02 Sep 2026 13:55:00 GMT

Swiggy developed an in-house predicted lifetime value model using more than 350 pre order features and a multi task MLP for Food and Instamart. Adding order count as an auxiliary task reduced model parameters by 63% while improving predictive performance. The pLTV signal is used with Google Target ROAS bidding to optimize customer acquisition.

By Leela Kumili

OpenAI Details GPT-Live’s Architecture for Continuous Stateful Voice Interaction

Eran Stiller — Wed, 02 Sep 2026 12:20:00 GMT

OpenAI recently published an engineering account of GPT-Live. It described how they designed the system to maintain continuous voice interaction while separating latency-sensitive media processing from broader application work. The live path contains the media pipeline and inference loop, while delegation, tool use, persistence, and other application logic run behind an asynchronous RPC boundary.

By Eran Stiller

Presentation: Beyond Prompting: Context Engineering for Production-Grade AI

Ricardo Ferreira — Wed, 02 Sep 2026 11:00:00 GMT

Ricardo Ferreira discusses moving beyond simple prompt engineering to build production-grade AI applications. He shares practical architectural strategies for integrating long-term and short-term memory using Redis, managing LLM token limits via summarization, mitigating context rot with reranking and semantic caching, and controlling exponential API costs under strict latency constraints.

By Ricardo Ferreira

Cloudflare Adds Optional OAuth Scopes, Letting Developers Mark What Users May Decline

Steef-Jan Wiggers — Wed, 02 Sep 2026 09:07:00 GMT

Cloudflare has added optional OAuth scopes, letting client owners mark which permissions users may deselect at consent. The company names MCP servers as the motivating case, since agents request the union of everything they might do. Partial consent exists elsewhere, but developer control over which scopes are droppable does not.

By Steef-Jan Wiggers

OpenClaw 2.0 Releases with Simplified Setup and Collaborative Agents

Daniel Dominguez — Tue, 01 Sep 2026 18:47:00 GMT

OpenClaw has released OpenClaw 2.0, a major update to the open-source personal AI agent that changes its installation process, browser interface, memory, skills, automations, plugins, security, and collaboration features.

By Daniel Dominguez

InfoQ previews the September Cohorts of its Online Certification Programs

Artenisa Chatziou — Tue, 01 Sep 2026 13:00:00 GMT

A preview of the September cohorts of the InfoQ Online Certification Programs, and the facilitators leading them: Luca Mezzalira, Michelle Brush, Zichuan Xiong, and Premanand Chandrasekaran.

By Artenisa Chatziou

Presentation: Beyond Line Charts: Why Some Diversity in Telemetry Visualization Is Long Overdue

Yao Yue — Tue, 01 Sep 2026 12:35:00 GMT

Yao Yue discusses the fundamental limitations of standard line charts for system observability. Drawing from 15 years of operating large-scale systems, she shares how engineering leaders and software architects can transform telemetry data - moving beyond simple time-series defaults - to build visualizations that directly answer critical capacity, latency, and fleet-sizing questions.

By Yao Yue

HCP Terraform Positions Itself as the Control Plane for AI-Driven Infrastructure

Craig Risi — Tue, 01 Sep 2026 12:00:00 GMT

HashiCorp is positioning HCP Terraform as the governance and control plane for a new generation of AI-driven infrastructure, arguing that the rapid adoption of coding agents is shifting the biggest infrastructure challenge from writing configuration to verifying and safely executing it.

By Craig Risi

DoorDash’s Flux Runs 130,000 Engineering Tasks through Cloud-Based Agents

Leela Kumili — Mon, 31 Aug 2026 14:28:00 GMT

DoorDash has moved engineering agent workloads from developer laptops to its Flux cloud platform. The platform automated 130,000 engineering tasks in one month and supports more than 25,000 automated code reviews weekly. Flux uses isolated Firecracker microVMs, an MCP gateway, reusable playbooks, and multiple invocation surfaces to run agent workflows with scoped access and centralized auditing.

By Leela Kumili

Java News Roundup: GraalVM, Jakarta Data, JNoSQL, Azul Payara, WildFly, Quarkus, Atmosphere

Michael Redlich — Mon, 31 Aug 2026 11:30:00 GMT

This week's Java roundup for August 24th, 2026, features news highlighting: the GA release of Atmosphere 4.0; point releases of GraalVM, Azul Payara and Quarkus; a maintenance release of WildFly 41; milestone releases of Jakarta Data and Eclipse JNoSQL; a beta release of the September 2026 edition of Open Liberty; and the release of Docker images for GlassFish 8.0.4.

By Michael Redlich