Data / MCP / Skills

slug · title · url · videoId · event · durationMs · speakers · topics · summary

[
  {
    "slug": "agent-skills",
    "title": "Don't Build Agents, Build Skills Instead – Barry Zhang & Mahesh Murag, Anthropic",
    "url": "https://ai.engineer/talks/CEvIs9y1uog-agent-skills",
    "videoId": "CEvIs9y1uog",
    "event": "AI Engineer Code 2025",
    "durationMs": 982000,
    "speakers": [
      {
        "name": "Barry Zhang"
      },
      {
        "name": "Mahesh Murag"
      }
    ],
    "topics": [
      {
        "slug": "coding-agents",
        "name": "Coding agents"
      }
    ],
    "summary": "Barry Zhang and Mahesh Murag of Anthropic argue that instead of building domain-specific agents, developers should build reusable Skills—organized folders of files that package procedural knowledge for agents. They explain that skills are progressively disclosed to protect the context window, use scripts as self-documenting tools, and have already grown to thousands in five weeks, including foundational, partner, and enterprise skills. Skills complement MCP servers by providing expertise while MCP handles connectivity. The future includes treating skills like software with testing and versioning, and enabling agents to create their own skills for continuous learning, ultimately creating a collective knowledge base that makes agents more capable and reliable."
  },
  {
    "slug": "ai-coding-workflow",
    "title": "AI Coding Workflow: From Product Idea to Tested Implementation",
    "url": "https://ai.engineer/talks/-QFHIoCo-Ko-ai-coding-workflow",
    "videoId": "-QFHIoCo-Ko",
    "event": "AI Engineer Europe 2026",
    "durationMs": 5790000,
    "speakers": [
      {
        "name": "Matt Pocock"
      }
    ],
    "topics": [
      {
        "slug": "coding-agents",
        "name": "Coding agents"
      }
    ],
    "summary": "Matt Pocock presents a hands-on workshop on building a full AI-assisted coding workflow, arguing that software engineering fundamentals—not hype—make agents effective. He introduces the 'smart zone' and 'dumb zone' of LLMs (performance drops after ~100k tokens) and the 'Memento problem' (agents forget between sessions). His process starts with a 'Grill Me' skill that relentlessly questions the user until shared understanding is reached, then produces a PRD without reading it, slices work into vertical 'tracer bullet' issues, and runs agents AFK using TDD. He advocates designing codebases with deep, testable modules and shows Sandcastle, a TypeScript library for parallel agent execution with separate implementer (Sonnet) and reviewer (Opus). The workshop transforms ambiguous briefs into shippable features while keeping humans in the loop for QA and taste."
  }
]

slug · name · url · biography · jobTitle · organization · portraitUrl · profiles · affiliations · topics · talkSlugs

[
  {
    "slug": "swyx",
    "name": "swyx",
    "url": "https://ai.engineer/speakers/swyx",
    "biography": null,
    "jobTitle": "Curator",
    "organization": "AI Engineer",
    "portraitUrl": "https://ai.engineer/wf26/speakers/by-id/spk_shawn_wang.jpg",
    "profiles": {
      "website": null,
      "github": null,
      "linkedin": null,
      "x": null
    },
    "affiliations": [
      {
        "organization": "AI Engineer",
        "eventSlug": "ai-engineer-europe-2026",
        "eventYear": 2026
      },
      {
        "organization": "AI Engineer",
        "eventSlug": "ai-engineer-world-s-fair-2026",
        "eventYear": 2026
      },
      {
        "organization": "AI Engineer",
        "eventSlug": "ai-engineer-code-2025",
        "eventYear": 2025
      },
      {
        "organization": "Latent.Space",
        "eventSlug": "ai-engineer-world-s-fair-2025",
        "eventYear": 2025
      },
      {
        "organization": "Latent.Space",
        "eventSlug": "ai-engineer-summit-2025",
        "eventYear": 2025
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      {
        "organization": "Latent.Space",
        "eventSlug": "ai-engineer-world-s-fair-2024",
        "eventYear": 2024
      },
      {
        "organization": "Latent.Space",
        "eventSlug": "ai-engineer-summit-2023",
        "eventYear": 2023
      }
    ],
    "topics": [
      {
        "slug": "agent-engineering",
        "name": "Agent engineering"
      },
      {
        "slug": "apis-mcp-and-protocols",
        "name": "APIs, MCP, and protocols"
      },
      {
        "slug": "architecture",
        "name": "Architecture"
      },
      {
        "slug": "coding-and-developer-tools",
        "name": "Coding and developer tools"
      },
      {
        "slug": "data-and-model-adaptation",
        "name": "Data and model adaptation"
      },
      {
        "slug": "enterprise",
        "name": "Enterprise"
      },
      {
        "slug": "finance",
        "name": "Finance"
      },
      {
        "slug": "infrastructure-and-deployment",
        "name": "Infrastructure and deployment"
      },
      {
        "slug": "leadership",
        "name": "Leadership"
      },
      {
        "slug": "other-unclassified",
        "name": "Other / unclassified"
      },
      {
        "slug": "rag-context-and-search",
        "name": "RAG, context, and search"
      },
      {
        "slug": "reasoning-and-models",
        "name": "Reasoning and models"
      },
      {
        "slug": "safety-and-governance",
        "name": "Safety and governance"
      }
    ],
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      "agents-for-everything-else-swyx",
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      "define-ai-engineer",
      "designing-ai-intensive-applications",
      "no-more-slop-swyx",
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      "why-agent-engineering",
      "youtube-b01c3c14dd8f8e90af4c"
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  },
  {
    "slug": "stephen-chin",
    "name": "Stephen Chin",
    "url": "https://ai.engineer/speakers/stephen-chin",
    "biography": null,
    "jobTitle": "VP of Developer Relations",
    "organization": "Neo4j",
    "portraitUrl": "https://ai.engineer/wf26/speakers/by-id/spk_stephen_chin.jpg",
    "profiles": {
      "website": null,
      "github": null,
      "linkedin": null,
      "x": null
    },
    "affiliations": [
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        "eventSlug": "ai-engineer-europe-2026",
        "eventYear": 2026
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      {
        "organization": "Neo4j",
        "eventSlug": "ai-engineer-world-s-fair-2026",
        "eventYear": 2026
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      {
        "organization": "Neo4j",
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      {
        "organization": "Neo4j",
        "eventSlug": "ai-engineer-summit-2025",
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      {
        "organization": "Neo4j",
        "eventSlug": "ai-engineer-code-2025",
        "eventYear": 2025
      }
    ],
    "topics": [
      {
        "slug": "agent-engineering",
        "name": "Agent engineering"
      },
      {
        "slug": "apis-mcp-and-protocols",
        "name": "APIs, MCP, and protocols"
      },
      {
        "slug": "architecture",
        "name": "Architecture"
      },
      {
        "slug": "finance",
        "name": "Finance"
      },
      {
        "slug": "healthcare",
        "name": "Healthcare"
      },
      {
        "slug": "industry-applications",
        "name": "Industry applications"
      },
      {
        "slug": "leadership",
        "name": "Leadership"
      },
      {
        "slug": "rag-context-and-search",
        "name": "RAG, context, and search"
      },
      {
        "slug": "safety-and-governance",
        "name": "Safety and governance"
      }
    ],
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      "connecting-the-dots-with-context-graphs",
      "context-engineering-connecting-the-dots-with-graphs-stephen-chin-neo4j",
      "crabrag-why-automated-assistants-need-graph-memory-not-more-tokens",
      "practical-graphrag-making-llms-smarter-with-knowledge-graphs"
    ]
  }
]

slug · name · url · description · talkSlugs

[
  {
    "slug": "rag-context-and-search",
    "name": "RAG, context, and search",
    "url": "https://ai.engineer/topics/rag-context-and-search",
    "description": null,
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      "don-t-just-slap-on-a-chatbot-building-ai-that-works-before-you-ask",
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    ]
  },
  {
    "slug": "coding-and-developer-tools",
    "name": "Coding and developer tools",
    "url": "https://ai.engineer/topics/coding-and-developer-tools",
    "description": null,
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      "2026-the-year-the-ide-died",
      "3-ingredients-for-building-reliable-enterprise-agents",
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      "a-song-of-types-and-agents",
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      "agent-reinforcement-fine-tuning",
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      "agentic-development-security",
      "agentic-engineering-working-with-ai-not-just-using-it-brendan-o-leary",
      "agentic-excellence-mastering-evaluation-of-ai-agents-with-azure-ai-evaluation-sdk",
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      "agentic-search-for-context-engineering",
      "agentic-security-permissions-provenance-and-the-agent-supply-chain",
      "agents-are-built-at-the-fringe-getting-from-90-to-100",
      "agents-don-t-do-standups-building-the-post-engineer-engineering-org",
      "agents-for-everything-else-swyx",
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      "agents-need-more-than-a-chat",
      "agents-reported-thousands-of-bugs-how-many-were-real-ian-butler-and-nick-gregory",
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      "ai-coding-workflow",
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      "ai-didn-t-kill-the-web-it-moved-in-olivier-leplus-aws-yohan-lasorsa-microsoft",
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      "are-mcps-overhyped-a-rant-about-mcps",
      "arrakis-how-to-build-an-ai-sandbox-from-scratch",
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      "how-to-build-agents-that-run-for-hours-without-losing-the-plot",
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      "how-to-improve-your-vibe-coding-ian-butler",
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      "multi-model-multimodal-and-multi-agent-innovations-in-azure-ai",
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      "no-more-slop-swyx",
      "on-ai-and-knowledge",
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      "one-developer-two-dozen-agents-zero-alignment-why-we-need-collaborative-ai-engineering",
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      "the-devops-engineer-who-never-sleeps",
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      "the-engineer-of-the-future-is-the-person-who-is-able-to-choose-what-is-worth-doing-addy-osmani",
      "the-eyes-are-the-context-window-to-the-soul-how-windsurf-gets-to-know-you",
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      "the-knowledge-graph-mullet-trimming-graphrag-complexity",
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      "the-making-of-devin",
      "the-many-ends-of-programming",
      "the-messy-reality-of-scale-synthetic-data-and-pre-training",
      "the-missing-primitive-for-agent-swarms",
      "the-new-application-layer",
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      "the-pipeline-is-dead",
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      "under-5-minutes-to-a-deployed-llm-endpoint-audry-hsu-runpod",
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      "why-senior-engineers-struggle-to-build-ai-agents",
      "why-the-best-ai-agents-are-built-without-frameworks-primitives-over-frameworks",
      "why-your-product-needs-an-ai-product-manager-and-why-it-should-be-you",
      "windsurf-everywhere-doing-everything-all-at-once",
      "wtf-do-people-use-open-models-for",
      "you-can-t-prompt-the-room-the-last-skill-ai-won-t-replace",
      "your-agent-failed-in-prod-good-luck-reproducing-it",
      "your-agent-is-blindfolded",
      "your-attention-is-the-bottleneck-not-your-agents-zack-proser-workos",
      "your-coding-agent-doesn-t-always-follow-your-rules",
      "your-coding-agent-just-got-cloned-and-your-brain-isn-t-ready",
      "your-coding-agent-should-do-ai-system-engineering",
      "your-finance-agent-s-bottleneck-is-you",
      "your-support-team-should-ship-code",
      "z-ai-glm-4-6-what-we-learned-from-100-million-open-source-downloads-yuxuan-zhang-z-ai"
    ]
  }
]

slug · name · url · summary · speakerSlugs · talkSlugs

[
  {
    "slug": "google-deepmind",
    "name": "Google DeepMind",
    "url": "https://ai.engineer/orgs/google-deepmind",
    "summary": null,
    "speakerSlugs": [
      "logan-kilpatrick",
      "nicholas-kang",
      "michael-aaron",
      "philipp-schmid",
      "patrick-lober",
      "paige-bailey",
      "guillaume-vernade",
      "ian-ballantyne",
      "thor-schaeff",
      "sander-dieleman",
      "kat-kampf",
      "ammaar-reshi",
      "kevin-hou",
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talkSlug · title · startMs · endMs

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talkSlug · title · jsonUrl · csvUrl

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