Software engineer specializing in high-scale distributed systems, event-driven architecture, and vector search. Writing Go, designing for simplicity.
Learn how to move an agent session from the GitHub Copilot app into VS Code without losing the conversation, code changes, or working context. The post How to continue a GitHub Copilot app session in VS Code appeared first on…
Continue reading on github.blog →In this article, we will understand how Genie prepares knowledge, retrieves it, and generates answers.
Continue reading on blog.bytebytego.com →Pinterest has introduced event time-based partition finalization for its database ingestion framework. The mechanism uses Apache Flink to track event time and Apache Iceberg metadata to publish a non-regressing watermark, helping downstream jobs determine when continuously ingested CDC data is…
Continue reading on infoq.com →JDK 28 finalizes structured concurrency through JEP 543, with no API changes from JDK 27. Teams on JDK 27 only need to drop --enable-preview and recompile. Code written for JDK 25 or 26 must adapt to the R_X exception type…
Continue reading on infoq.com →Article URL: https://github.com/IsuruMaduranga/harness-engineering-101 Comments URL: https://news.ycombinator.com/item?id=50151390 Points: 122 # Comments: 55
Continue reading on github.com →Learn how OpenAI is improving ChatGPT across low-resource programming languages, with new evaluations for software engineering, SQLite, and COBOL migration.
Continue reading on openai.com →The article examines the transition from microservices to agentic AI architecture in distributed systems. Microservices allow for functional decomposition, while agentic systems focus on decision decomposition. This shift introduces new complexities in observability, reliability, and system design, highlighting the need…
Continue reading on infoq.com →Rachel Lee Nabors, former React core team member, dives into the architecture and philosophy behind local-first applications, exploring how small language models (SLMs) running directly on-device can deliver privacy-focused, low-latency, and cost-effective alternatives to cloud-hosted LLM wrappers. By Rachel Lee…
Continue reading on infoq.com →Based on Gemma 4 and released under the Apache 2.0 license, Google's EmbeddingGemma 2 is a compact, open-weight, multimodal embedding model designed to make semantic search and retrieval-augmented generation (RAG) more efficient while optimizing performance for on-device deployment. By Sergio…
Continue reading on infoq.com →Continuous integration provider Buildkite has introduced pipeline-scoped secrets and new Model Context Protocol tools for validating pipelines, diagnosing failed builds and repairing webhooks. The company has also added Linux arm64 support to its GitHub Actions compatibility layer and expanded OpenTelemetry…
Continue reading on infoq.com →Microsoft has released .NET 11 Release Candidate 2 under a go-live license, supported in Visual Studio 2026 Insiders. The release adds incremental CBOR reading, experimental post-quantum cryptography APIs, file-based app directive improvements, NuGet package cooldowns, F# runtime async building blocks,…
Continue reading on infoq.com →NestJS version 12 has been released, transitioning core packages to ESM and adding Standard Schema validation. It updates the CLI and introduces an observability SDK. Key changes include project generation choices between CJS and ESM, improved validation options, and lifecycle…
Continue reading on infoq.com →Release: llm-tools-datasette 0.1.1 When I switched LLM over to httpx2 in LLM 0.33 I forget that this would break any plugins which used httpx without directly depending on it. llm-tools-datasette was one of those plugins, now fixed. Tags: datasette, llm
Continue reading on simonwillison.net →Release: llm-echo 0.5 I'm working towards a new LLM release, and testing PRs caused me to revisit the llm-echo debug plugin. This plugin provides a "model" which doesn't involve an LLM at all - it just repeats back the prompts…
Continue reading on simonwillison.net →Article URL: https://jrdsgl.com/if-you-dont-run-your-own-llm-proxy-how-the-fuck-do-you-even-know-whats-going-on/ Comments URL: https://news.ycombinator.com/item?id=50145507 Points: 121 # Comments: 81
Continue reading on jrdsgl.com →https://x.com/Jiaru_Zou/status/2110400256647340476https://github.com/togethercomputer/HybridAgenthttps://huggingface.co/collections/togethercomputer/hybridag...Evaluations: https://arxiv.org/html/2610.18861v1#S5 Comments URL: https://news.ycombinator.com/item?id=50145337 Points: 163 # Comments: 98
Continue reading on arxiv.org →Google has replaced its long-standing Python type checker, Pytype, with Pyrefly, an open-source tool originally developed by Meta. The decision was driven by Pyrefly's advantages, including faster and more accurate type checking, and lower infrastructure costs. By Sergio De Simone
Continue reading on infoq.com →AWS recently announced the preview of the Well-Architected Agent, a service that analyzes environments against Well-Architected best practices and provides prioritized recommendations across cost, security, performance, and reliability. The AI agent can also suggest remediation steps and review infrastructure-as-code before…
Continue reading on infoq.com →On October 24, AWS will operate its European Sovereign Cloud without a connection to the AWS Global Network backbone, with a team of EU residents and the region’s own hardware and software. AWS says neither of the two systems being…
Continue reading on infoq.com →Inline rendering with document.currentScript Lean Rada describes a neat trick that takes advantage of the document.currentScript property. You can use that to drop in a tiny inline If you define a shortcut function like this: $=(...n)=>document.currentScript.replaceWith(...n) You get a tiny…
Continue reading on simonwillison.net →Which chunking strategy are you running in production?
Continue reading on blog.bytebytego.com →Release: web-edit 0.1a2 web-edit (previously) is my tiny web app for browsing and editing files in a folder. I mainly built it for editing files on different machines via Tailscale. I added a "copy to clipboard" option for both text…
Continue reading on simonwillison.net →a quiet day lets us pilot a new show
Continue reading on latent.space →Reverse Engineer Anything (REA) is an open-source project with over 200K GitHub stars that connects coding agents such as Claude Code and Codex to reverse-engineering tools like Ghidra, Hopper, and IDA. The project lets developers inspect compiled binaries, trace function…
Continue reading on infoq.com →Amazon has acquired DuckLabs, the company behind the analytical database DuckDB. Co-founders Hannes Mühleisen and Mark Raasveldt will continue to lead the team under AWS. The acquisition aims to enhance the development and reach of DuckDB while maintaining its open-source…
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