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00:00
2026-09-20
digitalapplied.com
developer-tools

Your CI Agent Can Publish Packages. Narrow That Token Now

Npm introduced a granular access token permission called "read and write, stage only" on September 18, 2026, letting CI jobs and coding agents submit package versions to a staging area that a maintainer must approve with…

20:23
2026-09-19
dev.to
ai-agents

Stop Trusting Your Agent Framework. Start Controlling It.

A developer released Reactive Agents, an open source MIT-licensed TypeScript framework now at v0.16, designed to make agent harness behavior explicit rather than hidden inside a black box. Each .with() call enables exact…

08:00
2026-09-19
dev.to
mlops

MLOps Best Practices 2026

A developer outlines MLOps best practices for 2026, arguing that while model training has become trivial, deploying reliable, scalable, and compliant models is harder than ever amid agentic AI, the EU AI Act, and edge co…

00:45
2026-09-19
runtimewire.com
ai-agents

Cua open-sources a 706,048-parameter model for filling forms

Cua founder Francesco Bonacci released CUA-S1-FORMS on September 18th, a 706,048-parameter open-source model with a 2.8 MB checkpoint that plans AI agent form-filling in one forward pass instead of repeated large languag…

22:40
2026-09-18
academy.dair.ai
ai-agents

Recursively Scaling Auto-Research Loops for Efficient Agent Harness

Researchers Haozhe Liu and colleagues at NVIDIA, NTU and MIT developed SoL-Pi, an agent harness built by running auto-research loops across many environments that retains four mechanisms: Action Fusion, Online Context Co…

18:38
2026-09-18
dev.to
ai-agents

Why AI Agents Need an Execution Boundary

A developer argues that AI agents capable of changing external systems require an "execution boundary" — a deterministic application layer that validates, authorizes, and audits proposed actions rather than letting model…

10:45
2026-09-18
serpapi.com
ai-tools

Getting Started with Jev: Building a Fact Checker with SerpApi

TypeSafe AI's Jev model, a "System One" decision model that returns fixed-schema outputs instead of free-form text, is used in a new SerpApi tutorial to build a fact checker that fetches Google organic results and return…

08:38
2026-09-18
danilafe.com
large-language-models

The LLM Comments Are Not for You

Large language models write verbose, low-quality code comments because reinforcement learning rewards comments that preserve design rationale across agent sessions, not because the models lack capability, according to an…

07:41
2026-09-18
dev.to
ai-tools

The Machine That finally Wake Up

A developer building JAZZ, a Linux desktop environment for AI engineering, documented a series of failures encountered while developing the system, including filesystem corruption that broke the bootloader on a dual-boot…

02:37
2026-09-17
dev.to
ai-tools

Stop collecting AI prompts — run a weekly shipping loop

A developer advocates replacing open-ended AI prompt collecting with a weekly "shipping loop" — a five-to-fifteen-minute review ritual that forces one honest shipped outcome and one clear bet for the following week. The …

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