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How do production AI agents prevent hallucinations when controlling real devices with multiple tools?

Reddit r/AI_Agents ↗ · 2026-06-29

Explores techniques used in production AI agents to avoid hallucinations when controlling real devices with multiple tools.

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#tools

@LinearUncle: Recommending an AI tech resource I often check: Technology Radar by well-known tech consultancy Thoughtworks. https://thoughtworks.com/en-us/radar Each dot on the radar is a technology or tool (mostly AI recently)...

X AI KOLs Timeline ↗ · 2026-06-29 Cached

This article recommends Thoughtworks Technology Radar, a tech resource updated every six months containing assessments of technologies, tools, platforms, languages, and frameworks, categorized into four rings: Adopt, Trial, Assess, Hold.

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#tools

@shmidtqq: OpenAI published a 34-page guide on building AI agents. The whole thing reduces to one idea: an agent is a loop. Run th…

X AI KOLs Timeline ↗ · 2026-06-28 Cached

OpenAI published a 34-page guide on building AI agents, emphasizing that an agent is essentially a loop: run the model, call a tool, feed back results, repeat until an exit condition. The guide covers tools, guardrails, and starting with a single loop before scaling to multiple agents.

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#tools

@Saboo_Shubham_: UI/UX for building org-level Agent Harness. Bring your model, own the runtime, and wire it with your tools. 100% Openso…

X AI KOLs Following ↗ · 2026-06-28 Cached

A tweet announcing an open-source UI/UX for building organization-level agent harnesses, allowing users to bring their own model and runtime and integrate with their tools.

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#tools

Lyto

Product Hunt ↗ · 2026-06-27

Lyto is an AI agent that operates across your browser, tools, and messages, aiming to unify workflows.

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#tools

@AnjneyMidha: tools of the future often look like toys at the beginning then you give the toys more compute and before you know it th…

X AI KOLs Following ↗ · 2026-06-26 Cached

An observation that future technologies often start as seemingly trivial toys before evolving into foundational infrastructure for civilization.

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#tools

@Astronaut_1216: I've found that ByteDance really has something special. Feishu is truly the strongest office tool in China; there's no need for Obsidian or Notion at all. Whether you're a full-stack engineer, independent developer, content creator, OPC, or super individual, if interested, give it a try. At least for me, 40 videos on Douyin got me to 10,000 followers, thanks to ByteDance's products...

X AI KOLs Timeline ↗ · 2026-06-26 Cached

User recommends Feishu as the strongest office tool in China and shares how to combine Codex and Feishu for knowledge management, content creation, and topic planning to improve efficiency.

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#tools

Is AI making expertise scalable?

Reddit r/artificial ↗ · 2026-06-24

Explores the idea that AI's true impact is not replacing jobs but scaling expertise by removing bottlenecks, citing tools like Perplexity, GitHub Copilot, and Rilla.

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#tools

@RhysSullivan: Executor is joining the YC S26 batch! We're building an open source MCP gateway to connect any agent to any service You…

X AI KOLs Following ↗ · 2026-06-23 Cached

Executor, an open-source MCP gateway that connects AI agents to various services, announces its YC S26 batch joining and highlights recent milestones including 2,000 GitHub stars and multiple feature releases.

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#tools

@10xmylife: 10 Design Reference Websites to Help Improve Your AI's Aesthetic

X AI KOLs Following ↗ · 2026-06-23 Cached

10 design reference websites to help AI enhance its aesthetic sense for AI-generated content.

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#tools

What tools do we need if everyone works through agents?

Reddit r/AI_Agents ↗ · 2026-06-22

A speculative article discussing what tools and infrastructure would be necessary if most people interact with digital services through AI agents instead of directly.

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#tools

@modal: .wait_until_ready(), set, go Building performant sandbox systems goes way beyond the initial container boot. We're unpa…

X AI KOLs Following ↗ · 2026-06-22 Cached

Modal explains the complexities of building performant sandbox systems beyond initial container boot and shares tools for lifecycle management.

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#tools

@akshay_pachaar: https://x.com/akshay_pachaar/status/2069118430582866051

X AI KOLs Following ↗ · 2026-06-22 Cached

This article explains the concept of loop engineering in AI agents, emphasizing that the core loop is trivial but the critical work lies in the harness around the model, including knowing when to stop and preventing context rot.

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#tools

Bluerails Discovery

Product Hunt ↗ · 2026-06-22

Bluerails Discovery provides infrastructure for AI agents to find and pay users.

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#tools

@yhslgg: https://x.com/yhslgg/status/2068317116831510838

X AI KOLs Timeline ↗ · 2026-06-20 Cached

Introduces the combined use ideas of five free and open-source OSINT tools (Blackbird, Maigret, SpiderFoot, theHarvester, Shodan Python), covering scenarios such as people search, company search, device search, and provides practical cases and installation methods.

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#tools

@AmberTreelet: Tiance Ge shared yt-dlp for scraping Douyin, YouTube, Bilibili, Twitter. I'll add some universal scraping tools. FxTwitter: Recommended by @0xCheshire for scraping X. get笔记 (Dedao Brain): WeChat Official Accounts, Xiaohongshu, Douyin, Bilibili, X, Podcasts. Google Chrome extension obsidian web clipp…

X AI KOLs Timeline ↗ · 2026-06-19 Cached

Introduces multiple web scraping tools, including yt-dlp, FxTwitter, get笔记, etc., for scraping content from different platforms.

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#tools

@GitHub_Daily: How do large language models work internally, why do they hallucinate, and why do they sometimes give irrelevant answers? For a deeper understanding, check out the Awesome LLM Interpretability resource collection, which provides a systematic path to unpack the AI black box. It covers attention visualization, neuron analysis, and more.

X AI KOLs Timeline ↗ · 2026-06-18 Cached

Introduces the Awesome LLM Interpretability resource collection, which gathers various interpretability tools, papers, and community resources to help understand the internal workings of large language models.

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#tools

@tom_doerr: Curated list of prompt engineering tools, papers, and courses https://github.com/promptslab/Awesome-Prompt-Engineering…

X AI KOLs Timeline ↗ · 2026-06-18 Cached

A curated list of prompt engineering resources including papers, tools, courses, and communities for working with large language models, maintained by PromptSlab.

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#tools

Bcachefs 1.38.6 Brings Many Performance Improvements

Lobsters Hottest ↗ · 2026-06-17 Cached

Bcachefs-Tools 1.38.6 has been released with many performance improvements including lockless journal flushes, btree optimizations, and improved sharding. It also supports up to 255 storage devices per filesystem and offers Ubuntu 26.04 LTS packages.

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#tools

We gave AI agents tools and vector stores. What about a network?

Reddit r/AI_Agents ↗ · 2026-06-17

The article discusses the concept of adding a network layer to AI agents, building on existing tools and vector stores to enable better coordination and communication among agents.

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