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14:16
2026-07-17
dev.to
large-language-models

Nobody Taught You How to Use This Thing

A developer argues that most people are using LLMs wrong, treating first outputs as final and failing to apply basic critical thinking. The solution is simple: always ask the model to review its own work, but never outso…

10:18
2026-07-17
thenextweb.com
artificial-intelligence

DeepMind’s Hassabis says a STEM degree makes you 10x better with AI

Google DeepMind chief Demis Hassabis said at a London business conference that a STEM degree makes people 10 times more effective with AI tools, pushing back against the idea that coding degrees are becoming obsolete. Ha…

01:40
2026-07-17
dev.to
ai-agents

Git worktrees aren't enough for parallel AI agents

Git worktrees isolate AI agents' working directories but fail to prevent merge conflicts when parallel agents modify related code. A study of 142k+ agent PRs found a 27.67% merge-conflict rate, and Veripsa Core offers a …

00:51
2026-07-17
tinfoil.sh
ai-infrastructure

Architecting Secure Prompt Caching

Tinfoil announces cached prompt pricing in its Inference API, a feature that reduces compute for eligible requests by caching recently processed inputs, but the company warns that caching introduces timing side-channel a…

22:16
2026-07-16
dev.to
ai-agents

From First-Run Drop-Off to First Useful Agent Run

The Agentic AI Foundation, hosted by the Linux Foundation, is promoting AGENTS.md as a simple open format to improve first-run success for coding agents. By providing repo-specific instructions, AGENTS.md helps agents av…

19:43
2026-07-16
i-programmer.info
ai-safety

RAMPART and Clarity Secure Your AI Agents

Microsoft has introduced RAMPART (Risk Assessment & Measurement Platform for Agentic Red Teaming) and Clarity, two frameworks designed to evaluate and secure agentic AI applications by integrating safety testing into con…

08:37
2026-07-16
dev.to
developer-tools

json_shield: Engineering an AI-Ready Dart Package

A developer engineering the Dart package json_shield detailed how to optimize code for AI assistants, focusing on four artifacts—README, example directory, doc comments, and pubspec description—that LLMs index via RAG. T…

21:57
2026-07-15
developer.nvidia.com
artificial-intelligence

Develop Lightweight USD Runtimes Faster with AI Agents

NVIDIA has released nanousd-labs, an open-source project that uses AI agents to generate lightweight USD runtimes directly from the USD Core Specification, enabling developers to create custom implementations tailored to…

18:00
2026-07-15
builder.io
artificial-intelligence

What Agent Native Means for the Whole Team

Developers benefit from AI agents that work inside shared systems like code repositories, while other roles get high-maintenance tools that sit outside the workflow, according to a blog post on the topic of agent-native …

13:12
2026-07-15
github.com
developer-tools

Show HN: An AUI for Nix-Darwin

NixMC, a native macOS app for managing nix-darwin configurations with Claude Code or Codex CLI, lets users describe changes in plain English to install apps, adjust settings, or harden security. The app validates configu…

10:12
2026-07-15
sourcefeed.dev
ai-safety

Claude's Memory Leak Is Every Agent Builder's Problem

Independent security researcher Ayush Paul demonstrated a link-walking exploit against Anthropic's Claude that exfiltrates user memory data by encoding it into URL paths, while a second researcher, Johann Rehberger (Wund…

10:10
2026-07-15
machinebrief.com
artificial-intelligence

Building Apps with Fable, Opus, and Sonnet: The Results Speak Volumes

In a head-to-head test of Claude coding models, Fable 5 outperformed Opus 4.8 and Sonnet 5 by building a full-featured expense tracker app from a single specification prompt, completing all five features without errors. …

00:00
2026-07-15
okaneland.com
ai-tools

Studio 02 · Gabriel Amzallag: "I only build it if someone pays"

Gabriel Amzallag, a former Qonto conversion specialist, launched Web Anatomy (webanatomy.ai) by pre-selling a feature for €99 before building it, validating demand with a single paying customer. The product, an agent-wri…

20:17
2026-07-14
dev.to
ai-infrastructure

OmniRoute: The Open-Source AI Gateway Slashing Token Costs by 95%

OmniRoute, an open-source AI gateway, reduces token costs by 15% to 95% through advanced compression and smart routing to over 250 AI providers, including 90+ free endpoints. It acts as a local proxy, managing API keys, …

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