Software engineer specializing in high-scale distributed systems, event-driven architecture, and vector search. Writing Go, designing for simplicity.
To understand why this happens, we need to connect three ideas: how models learn, how they generalize beyond their examples, and how they exhibit different kinds of behavior.
Continue reading on blog.bytebytego.com →Building a slide template starts with three foundational choices — colours, fonts and layouts. Sumeet Gayathri Moghe covers the basics of color theory and how to build a reusable palette, the essentials of typography, including serif, sans-serif, handwritten and monospace…
Continue reading on martinfowler.com →Meta has extended Private Processing to AI glasses, using confidential VMs, trusted execution environments, remote attestation, anonymous credentials, OHTTP routing, and TEE-based storage to process AI workloads and persistent user context in the cloud. By Leela Kumili
Continue reading on infoq.com →With OpenAI Daybreak, SentinelOne cuts weeks of malware analysis to hours, creating capacity to investigate more threats.
Continue reading on openai.com →See how Amp pushes the frontier of what agents can do with GPT-6 Astra, Ultrafast, GPT-Live-1, and Sign in with ChatGPT.
Continue reading on openai.com →Hillel Wayne discusses how formal methods principles - such as property strength, state-space verification, and environment assumptions - help software engineers uncover critical architectural bugs early. He shares practical mental models like "adversarial non-determinism" to reason about concurrency, edge cases,…
Continue reading on infoq.com →Shipt launched its Kits feature, enabling quick assembly of themed grocery bundles for events. The platform architecture lets merchandisers easily create store-aware kits, streamlining previously labor-intensive workflows. It utilizes a flexible model of items, shopping lists, and kits to ensure…
Continue reading on infoq.com →Google has introduced support for local models in the Antigravity SDK, enabling developers to build and execute agentic workflows directly on their own machines, while retaining the flexibility to mix in cloud-based models for higher-level tasks. This approach gives developers…
Continue reading on infoq.com →Block is building AI-powered security with OpenAI. Its security team investigates threats faster and proposes patches in minutes.
Continue reading on openai.com →With GPT-6 Astra and GPT-6.1 Sol, Codex, and Daybreak for cybersecurity, this AI lab builds agents that focus for days and improve with use.
Continue reading on openai.com →VoidZero has launched Vite+ 1.0, the first stable version of its JavaScript toolchain. It features a command line tool for managing Node.js, package management, and frontend development from a single configuration file. Enhancements include CI integration for GitLab and Docker…
Continue reading on infoq.com →Gemini 4 Argon went GA today, but we already gave it title story 2 weeks ago and most benchmarks, like CursorBench, simply independently confirm their claims.
Continue reading on latent.space →New analysis shows how agentic AI adoption is growing across EU enterprises and small businesses—and where deeper use could unlock more value.
Continue reading on openai.com →Redesigning source control at Anthropic Interesting piece from Anthropic describing why and how they built their own custom alternative to Git, based on the dramatic increase in rate of changes to their code after the past six months. In May…
Continue reading on simonwillison.net →Release: llm-gemini 0.35 I added support to llm-gemini for the new Gemini 4 Argon model, made available today via the Gemini API and for customers of their $100/month subscription plan. Here are the low, medium and high pelicans. As expected,…
Continue reading on simonwillison.net →Our first robotics pod with Dyna’s Chief Scientist on their big bet on World Action Models & the Next Frontier of Physical AI
Continue reading on latent.space →GitHub’s context-aware secret classifier improves detection quality, raises weighted acceptance by 11.5%, and reduces median scan execution time by 86%. The post GitHub’s model for secret detection: Finding more secrets with less noise appeared first on The GitHub Blog.
Continue reading on github.blog →Backstage 1.55 adds opt-in recovery for Software Template tasks, resuming crashed or timed-out runs from the last completed step. The release also carries breaking changes to the catalog, search and TechDocs, so teams should review their configuration before upgrading to…
Continue reading on infoq.com →How to handle uncertainty with AI vendors and disaster recovery (DR) approaches to consider. An excerpt from the book Building Resilient Distributed Systems by Sam Newman
Continue reading on newsletter.pragmaticengineer.com →In this article, we are going to understand how this connection works and why a model needs help understanding the order of the words even when the words already arrive in an ordered list.
Continue reading on blog.bytebytego.com →A couple of months ago Jim Highsmith explained how practitioners writing for each other forms a distinct style of writing. He now adds a section to the article with more detail on the craft of how we write in this…
Continue reading on martinfowler.com →Naresh Jain compares coding agents building the same API service with and without a behavioral harness. A frontier model, GPT-6 Sol, passed every external evaluation either way. But a cost-optimized model, GPT-6 Luna, succeeded in only 3 of 10 unharnessed…
Continue reading on martinfowler.com →If the agent isn't using my diagnostics library, I could introspect and update AGENTS.md, but there's still a delta, and it'll drift. Instead, I write a pre-commit hook that checks the git diff for direct calls to observability modules that…
Continue reading on simonwillison.net →A critical remote command execution vulnerability in the Zimbra Collaboration Suite, identified as CVE-2026-73570, poses risks by allowing unauthorized access to mailbox data and credentials. This flaw, stemming from improper input sanitization, has been actively exploited. Organizations are advised to…
Continue reading on infoq.com →