1. Image: Hugging Face Blog

    Cloudflare releases open-weight Clef decision models for AI agents

    Cloudflare announced Clef, a set of open-weight models intended to select among predefined options instead of generating text, and released 9B- and 27B-parameter models plus a platform for adapting them to decision-making tasks. A separate Hugging Face post is titled “Multimodal open d1 decision models for the edge,” but its supplied summary does not establish that it concerns Clef or Cloudflare.

  2. Image: InfoQ

    Grab Redesigns Counter Service Storage for 50% Lower P99 Latency

    InfoQ Grab migrated its high-volume Counter Service from a wide column database to Aerospike using storage abstraction, shadow traffic, data parity validation, and gradual traffic migration. The redesigned data model consolidated time buckets into map-based records. Grab reports about…

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    Presentation: The Reinvention of the Dev Team

    InfoQ Hannah Foxwell shares how the surge of agentic coding forces engineering leaders to rethink team dynamics. She discusses three key anchors for navigating AI-driven velocity: building software worth building, prioritizing automated safety over speed, and preserving the human…

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    Article: Building a Session-Ordered Kafka Pipeline in Go

    InfoQ The article describes a custom implementation that provides a session-level ordering on top of Apache Kafka partitions, supporting strict message ordering across 1000s of independent channels. The solution required application-level routing, consistent hashing, retries, and…

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    Cloudflare Uses an AI Harness to Probe and Harden Its WAF

    InfoQ Cloudflare placed frontier AI models inside a controlled testing harness to probe its Web Application Firewall (WAF), using blocked attacks as starting points for models to generate and refine new variations. By Matt Foster

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    Cloudflare Introduces CLI for AI Agents, Sunsetting Wrangler

    InfoQ Cloudflare recently launched the open beta of cf, a new open-source, agent-focused command-line interface for interacting with Cloudflare services through a unified CLI. Written in TypeScript, it provides structured output and command discovery to make Cloudflare’s APIs easier…

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    Akka Tests Spec-Driven AI Delivery across 65 Open Source Projects

    InfoQ Akka used 65 open-source projects to examine how specification structure, context, model selection, automated validation, and delivery guardrails affect AI assisted software porting. The experiment measured time, token use, code size, test parity, and performance, finding…

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    Article: The Platform Engineering Playbook for Production LLMs

    InfoQ In this article, author discusses his experience with AI agent hallucinations in an inventory recommendation system and how this problem was solved by treating the LLM stack as a platform infrastructure concern instead of as an application one. He makes a case for a shared LLM…