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13:00
2026-08-11
dev.to
ai-agents

How to Verify an AI Agent Actually Did the Work

An engineer's guide outlines five verification checks to confirm an AI agent actually completed its work, emphasizing that a report is not evidence and only the state of the delivered artifact proves completion. The guid…

14:08
2026-08-10
sourcefeed.dev
ai-agents

Docker Finally Admits Containers Can't Contain AI Agents

Docker Inc. launched Docker Sandboxes, a new product that isolates AI coding agents in microVMs with their own kernels and private Docker daemons, rather than containers, to make bypass-mode agents safe by default. The c…

00:00
2026-08-07
mindstudio.ai
artificial-intelligence

AI Agents Are Finding Decades-Old Software Bugs. Should You Worry?

AI models are uncovering decades-old software bugs, as demonstrated by a recent theft of over $100 million in Bitcoin from hardware wallets, traced to a key-generation flaw in Coin Kite's Cold Card device that had existe…

16:41
2026-08-06
stack72.dev
ai-agents

Continuous Delivery Built the Floor AI Stands On

Teams with mature continuous delivery practices are adopting AI agent workflows more successfully, while those without such discipline struggle as AI accelerates feedback loops. Chainguard is phasing out mandatory code r…

20:12
2026-08-03
blog.malt.engineering
large-language-models

Context Engineering for Agents: A Practical Guide

Context engineering, the practice of filling an LLM's context window with precisely the right information for each step, has replaced prompt engineering as the critical skill for building and using AI agents, according t…

04:35
2026-08-03
n3mo.shop
developer-tools

Show HN: N3MO better ROI than CodeRabbit

N3MO, a code review automation tool, claims to provide better ROI than CodeRabbit by parsing repository ASTs and building a call graph to trace transitive blast radius of pull request changes. In a benchmark, N3MO indexe…

07:59
2026-08-02
gist.github.com
developer-tools

Linear Margin-Note Methodology Skill

A developer introduced a linear margin-note methodology for distilling technical papers, algorithms, and codebases into append-only reasoning layers. The approach structures analysis into ordered files covering concept i…

13:08
2026-08-01
sourcefeed.dev
artificial-intelligence

AI Made Prototypes Free. Production Didn't Get Cheaper.

New data from Veracode, Stack Overflow, and METR confirms that AI tools have made prototyping cheaper but not production, with Veracode's 2025 GenAI Code Security Report finding that LLMs introduced known vulnerability c…

00:02
2026-07-31
dev.to
artificial-intelligence

Why Anthropic Just Endorsed a Plan to Pace AI

Anthropic and OpenAI endorsed a new open letter titled 'Pacing the Frontier' on July 28, calling for the US government to support international efforts to build tools for a deliberate, verifiable slowdown of AI developme…

15:08
2026-07-30
redhat.com
ai-infrastructure

Why self-hosted inference is essential

Red Hat AI warns that enterprises relying on third-party hosted APIs for AI agent inference undermine their own data sovereignty, as every prompt and tool call routes through external datacenters. The company argues that…

01:04
2026-07-23
blog.codeberg.org
artificial-intelligence

Protecting our FLOSS commons from LLMs

Codeberg e. V. members voted to adopt two motions opposing the use of user data to train large language models (LLMs) and prohibiting 'vibe-coded' projects in its terms of use, citing the technology's high costs and stra…

15:30
2026-07-22
blog.bytebytego.com
artificial-intelligence

Best Practices for Building AI Agents That Work in Production

A set of best practices for building AI agents that work reliably in production has emerged from teams at Anthropic, Cognition, and Intercom, focusing on four areas: context control, deterministic control flow, stateless…

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