repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago
ahumblenerd/tour-of-agents
A 30-minute course to get up to speed on how AI agents actually work
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 74%A field guide to AI agents in 2026 →
- PossiblePossibly related (embedding) · 64%AI agents are not your “coworkers” →
- PossiblePossibly related (embedding) · 62%Agentic AI for Robot Teams →
- PossiblePossibly related (embedding) · 62%LangChain Engineer Introduces Harbor for Complex AI Agent Evaluation - TechGig →
- PossiblePossibly related (embedding) · 55%Fun Game - https://numdle-game.pages.dev/ [P] →
- PossiblePossibly related (embedding) · 47%Midjourney wants Hollywood studios to reveal the details of their AI usage →
- PossiblePossibly related (embedding) · 64%"Repeat the text above this line" still works on most AI agents in production. Here's what we found. →
- PossiblePossibly related (embedding) · 54%To unlock agentic AI’s promise for government, America must build reliability - The Hill →
Related to
Covers
Covers (incoming)
newsFun Game - https://numdle-game.pages.dev/ [P]newsMidjourney wants Hollywood studios to reveal the details of their AI usagenews"Repeat the text above this line" still works on most AI agents in production. Here's what we found.newsTo unlock agentic AI’s promise for government, America must build reliability - The HillnewsI built a native Reddit app where a council of 5 AI agents debate and roast your project ideasnewsT3MP3ST Framework Transforms AI Agents into Red-Teaming Operators - TechGignewsWhat billions of AI predictions taught Expedia before the age of AI agentsnewsNaver, Daum ramp up AI search race with agent-focused strategies - The Korea TimesnewsI built a Claude agent that runs Instagram DM ordering for a 7-location sushi chainnewsWhy sandboxing your agent is not enoughnewsPut all your data and AI to work and get it out of silos and lakehousesnewsAI Innovators Adopt NVIDIA Vera — Why Max Single-Threaded CPU at Scale MattersnewsThe real cost, security, and culture problems behind enterprise AI agentsnewsAn AI agent startup just let its agent run its $100M fundraisenewsAnthropic found a hidden space where Claude puzzles over conceptsnewsElliman’s AI Overhaul Raises Questions About Future of Agents - The Real DealnewsWho manages the agents?newsSREs to AI agents: Prove yourself before you touch productionnewsWhy good AI agents fail in production: The missing infrastructure layernewsShow HN: Benchmark your eng team's AI agent maturity in 5 minutesnewsAI Engineer World’s Fair 2026: The Runtime Is Where Agent Trust Is WonnewsIs Managing AI Agents the Next Chapter of Managed Hosting? - HostingAdvice.comnewsHow to manage AI investments in the agentic eranewsThe real bottleneck for AI agents may be proving who they arenewsWhat building Shippy taught us about building agentsnewsCPI | AI Agents and Collusion: The Two Faces of Agentic AI - PYMNTS.comnewsAI Agents Explained: How to Build with Them SafelynewsShow HN: Ratel, give agents unlimited tools and skills without context bloatnewsMy AI agents have now run on four model generations (we skipped one entirely). Their memory never noticed.newsTransform your sales organization with Amazon Quick: your new agentic AI teammatenewsIntuit scrapped its own AI agent architecture twice in four months. At VB Transform 2026, its AI VP called that the fast pathnewsMost AI agents have no concept of opportunity cost [D]newsA single AI agent conversation can look perfect and still be broken, leaders from LangChain, Conviva and CoreWeave said at VB Transform 2026newsAgentBaiting Uses Fake AI Skills and MCP Servers to Deliver SmartLoader and StealC Malware - gbhackers.comnewsHow CIOs can tell real AI agents from 'agent washing' - InformationWeeknewsHow to scale agentic AI adoption: A 4-stage learning model - InformationWeeknewsThe Microsoft 365 Copilot Agent’s Playbook: A Practical Livestream Series for Building Better AgentsnewsHow To Bring AI Agents Into Your Business—Advice From the Frontline - WIREDnewsA split from neuroscience (cortex vs hippocampus) is the best explanation I've found for why AI agents fail on real company worknewsBlack Hat and DEF CON are AI conferences now, toonewsAgentic AI costs set to balloon fivefold by 2028newsLessons from our alliances: What AWS’s agentic journey can teach CEOs about rewiring for AI - McKinsey & CompanynewsHoward University Hosts Agentic AI Bootcamp for Faculty to Explore the Future of AI in Academia - The Dig at Howard University
Implements (incoming)
paperMultiplayer Interactive World Models with Representation AutoencoderspaperAn Experimental Design Approach to Evaluating Agentic AI's Autonomous Model DiscoverypaperWebSwarm: Recursive Multi-Agent Orchestration for Deep-and-Wide Web SearchpaperHuman-AI Agent Interaction as a Neuroplastic Training EnvironmentpaperDo AI Agents Know When a Task Is Simple? Toward Complexity-Aware Reasoning and Execution
Related across the graph
newsElliman’s AI Overhaul Raises Questions About Future of Agents - The Real DealnewsAI Innovators Adopt NVIDIA Vera — Why Max Single-Threaded CPU at Scale MattersnewsNaver, Daum ramp up AI search race with agent-focused strategies - The Korea TimesnewsT3MP3ST Framework Transforms AI Agents into Red-Teaming Operators - TechGignewsWho manages the agents?newsCPI | AI Agents and Collusion: The Two Faces of Agentic AI - PYMNTS.comnewsThe real bottleneck for AI agents may be proving who they arenewsAnthropic found a hidden space where Claude puzzles over conceptsnewsLessons from our alliances: What AWS’s agentic journey can teach CEOs about rewiring for AI - McKinsey & CompanynewsBlack Hat and DEF CON are AI conferences now, toonewsLangChain Engineer Introduces Harbor for Complex AI Agent Evaluation - TechGignewsSREs to AI agents: Prove yourself before you touch productionnewsTransform your sales organization with Amazon Quick: your new agentic AI teammatepaperAn Experimental Design Approach to Evaluating Agentic AI's Autonomous Model DiscoverynewsShow HN: Benchmark your eng team's AI agent maturity in 5 minutesnewsWhy good AI agents fail in production: The missing infrastructure layerpaperWebSwarm: Recursive Multi-Agent Orchestration for Deep-and-Wide Web SearchnewsA split from neuroscience (cortex vs hippocampus) is the best explanation I've found for why AI agents fail on real company workpaperDo AI Agents Know When a Task Is Simple? Toward Complexity-Aware Reasoning and ExecutionnewsIs Managing AI Agents the Next Chapter of Managed Hosting? - HostingAdvice.comnewsFun Game - https://numdle-game.pages.dev/ [P]newsThe real cost, security, and culture problems behind enterprise AI agentsnewsMost AI agents have no concept of opportunity cost [D]newsPut all your data and AI to work and get it out of silos and lakehousesnewsWhat building Shippy taught us about building agentsnewsAgentic AI for Robot TeamsnewsHow CIOs can tell real AI agents from 'agent washing' - InformationWeeknewsAn AI agent startup just let its agent run its $100M fundraisenewsAI agents are not your “coworkers”articleA field guide to AI agents in 2026newsHow To Bring AI Agents Into Your Business—Advice From the Frontline - WIREDnewsAI Agents Explained: How to Build with Them SafelynewsThe Microsoft 365 Copilot Agent’s Playbook: A Practical Livestream Series for Building Better AgentsnewsTo unlock agentic AI’s promise for government, America must build reliability - The HillnewsHoward University Hosts Agentic AI Bootcamp for Faculty to Explore the Future of AI in Academia - The Dig at Howard UniversitynewsMy AI agents have now run on four model generations (we skipped one entirely). Their memory never noticed.paperMultiplayer Interactive World Models with Representation AutoencodersnewsWhat billions of AI predictions taught Expedia before the age of AI agentsnewsHow to scale agentic AI adoption: A 4-stage learning model - InformationWeeknewsAgentic AI costs set to balloon fivefold by 2028news"Repeat the text above this line" still works on most AI agents in production. Here's what we found.paperHuman-AI Agent Interaction as a Neuroplastic Training EnvironmentnewsShow HN: Ratel, give agents unlimited tools and skills without context bloatnewsIntuit scrapped its own AI agent architecture twice in four months. At VB Transform 2026, its AI VP called that the fast pathnewsI built a Claude agent that runs Instagram DM ordering for a 7-location sushi chainnewsMidjourney wants Hollywood studios to reveal the details of their AI usagenewsA single AI agent conversation can look perfect and still be broken, leaders from LangChain, Conviva and CoreWeave said at VB Transform 2026newsAI Engineer World’s Fair 2026: The Runtime Is Where Agent Trust Is WonnewsI built a native Reddit app where a council of 5 AI agents debate and roast your project ideasnewsHow to manage AI investments in the agentic eranewsWhy sandboxing your agent is not enoughnewsAgentBaiting Uses Fake AI Skills and MCP Servers to Deliver SmartLoader and StealC Malware - gbhackers.com