8 min read
Deno Desktop Lets You Build Native Apps with TypeScript
Deno Desktop in Deno 2.9 compiles TypeScript projects into native apps with a system WebView or bundled Chromium. How it compares to Electron and Tauri.
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Deep dives into AI agents, coding tools, and building with LLMs.
1194 articles844 topics
9 min read
Microsoft Agent Framework Developer Guide: AutoGen + Semantic Kernel Unified
Microsoft Agent Framework unifies AutoGen and Semantic Kernel in one SDK: architecture, installation, migration, pricing, and when to pick it over LangGraph.
8 min read
Oak: A New Version Control System Built for AI Agents
Oak is a version control system for AI agents, with virtual mounts, per-task branches and fast snapshots. What it changes from Git and where HN pushes back.
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7 min read
Prompt Injection is Role Confusion - New ICML Research Explains Why LLMs Can't Tell Friend from Foe
Prompt injection is role confusion, per an ICML 2026 paper: LLMs judge who is speaking by style, not role tags, so text that sounds like the system wins.
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11 min read
Fugu Ultra's Frontier Performance Claim, Explained Without the Hype
Sakana Fugu Ultra claims frontier performance by orchestrating models instead of one giant model. What the benchmarks show, what is novel, what needs proof.
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9 min read
Sakana Fugu and the Case for Not Betting Everything on One Proprietary Model
Sakana Fugu makes a timely argument for model routing: frontier performance should come from swappable systems, not a hard dependency on one proprietary API.
10 min read
Sakana Fugu Ultra: The Model Router Making the Frontier Look Less Proprietary
Sakana Fugu Ultra is a learned orchestration layer routing work across expert models behind one API - a serious case for multi-model AI over one giant model.
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7 min read
Agentic AI Reliability Is a Systems Problem
Agentic AI reliability is a systems problem. The Bayer and Thoughtworks PRINCE case study shows it comes from context routing, traces, evals and human review.
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8 min read
AI Coding Agents Move the Bottleneck to Review Queues
AI coding agents move the bottleneck from code generation to review queues, CI minutes, environment reliability and merge discipline. What teams must fix next.
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14 min read
Codex Custom Model Providers: GLM-5.3, Mistral and Ollama
Codex only speaks the Responses API now. Tested config.toml blocks for GLM-5.3, Mistral Large 4 through a gateway, local Ollama and an internal proxy.
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8 min read
Agent Evals Need Baseline Receipts
Agent evals need baseline receipts: Hex's data-agent lab compares candidates against stable production baselines, keeps evidence and judges changes by behavior.
7 min read
There Are No Instances in ATProto - Dan Abramov Explains the Architecture
There are no instances in ATProto: Dan Abramov explains how Bluesky's protocol separates hosting from apps, what Hacker News pushed back on, and why it matters.
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