Ideas for building
better software.

Introducing the Open Knowledge Format

As foundation models continue to improve, the lack of relevant context often limits what they can do, especially as they are used to build agentic systems. While these models can help you write code, summarize documents, or analyze a dataset, they still need the right information to produce accurate and actionable results.  That’s why today, we’re introducing the Open Knowledge Format (OKF), an open specification that formalizes the LLM-wiki pattern into a portable, interoperable format. This is

Scaling Security Insights: how we achieved a 10x increase in global scanning capacity

Cloudflare Security Insights system now processes over 120 scans per second, providing frequent insights for all customers. By optimizing Kafka consumers, Postgres queries, and our API, we scaled our throughput 10x without adding hardware.

Beyond REST: Architecting High-Density Agentic Microservices With MCP and WASI-NN

The bill for the generative AI integration rush has arrived, and it is denominated in egress costs, token bloat, and idle container memory. For the past two years, engineering teams integrated LLMs via the path of least resistance: layering models on top of existing architectures. For human-facing use cases, this works. Humans provide implicit context, tolerate minor latency, and intuitively course-correct errors.

Factoring "short-sleeve" RSA keys with polynomials

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Industry Reactions to Claude Fable 5: Feedback Friday

Industry professionals comment on various aspects of Fable 5, including dual-use capabilities, safeguards, and tiered access. The post Industry Reactions to Claude Fable 5: Feedback Friday appeared first on SecurityWeek.

ISC Stormcast For Friday, June 12th, 2026 https://isc.sans.edu/podcastdetail/9970, (Fri, Jun 12th)

Agentjacking Attack Tricks AI Coding Agents Into Running Malicious Code

Cybersecurity researchers have described what they say is a new class of attack that can trick artificial intelligence (AI) coding agents into running arbitrary code on developer machines. Called Agentjacking by Tenet Security, the attack can be triggered by means of a fake error report crafted using Sentry, an open-source error-tracking and performance-monitoring platform. "The attack

Maxproof

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