Essays

Everything I've written on The Davenporter, newest first. Most posts start with a question someone asked me, then work through what I've tried, what broke, and what I'd do next. The WIBTM series covers what I'm building right now, and why.

Latest · Aug 12, 2026 · 4 min read

WIBTM: Give an agent access to memories created with AI dreams

I gave this talk at AI4 on how to create a memory system for your agents to dream, sharing here in the long form. Philip Dick wrote a short story titled ‘Do robots dream of electric sheep?’. I slightly changed this title for a talk I gave titled ‘Do agents dream of binary sheep?’.

Read essay → Read on Substack ↗

Git files vs. a symbol graph

From "WIBTM: What happens when you let an agent design a new git system?" — why cosm locks functions instead of files so several agents can edit the same codebase at once.

Core themes from the archive
Theme	Essay	Code
Why your coding agent needs a blast-radius tool	WIBTM: What happens when you let an agent design a new git system?	`davenportjw/cosm`
How I built a self-improving coding system	Give an agent access to memories...	`davenportjw/agentic-memory`
The warehouse and hybrid model routing	WIBTD/M/L: Routing AI responses between local and cloud models	`davenportjw/smartrouter` & `warehouse-dash`

Social card and structured data

The share image, feeds and Schema.org JSON-LD that search engines and AI tools read for this page.

Social card

Card URL: /og/writings.svg

Structured data

{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://davenporter.com/#jason-davenport",
      "name": "Jason Davenport",
      "alternateName": "@davenportjw",
      "jobTitle": "AI & Distributed Systems Architect",
      "description": "Exploring agent-first source control (cosm), trajectory-to-lineage observability, Spanner-backed agent memory consolidation (Electric Sheep), hybrid local/cloud LLM routing, and real-time multiplayer browser simulations on Google Cloud Run.",
      "url": "https://davenporter.com",
      "sameAs": [
        "https://davenporter.substack.com",
        "https://www.linkedin.com/in/davenportjw",
        "https://github.com/davenportjw",
        "https://x.com/davenportjw"
      ]
    },
    {
      "@type": "WebSite",
      "@id": "https://davenporter.com/#website",
      "url": "https://davenporter.com",
      "name": "The Davenporter",
      "description": "Learnings about software, technology, agentic systems, and occasionally home renovation.",
      "publisher": {
        "@id": "https://davenporter.com/#jason-davenport"
      },
      "inLanguage": "en-US"
    },
    {
      "@type": "ImageObject",
      "@id": "https://davenporter.com/writings#primaryimage",
      "url": "https://davenporter.com/og/writings.png",
      "contentUrl": "https://davenporter.com/og/writings.png",
      "width": 1200,
      "height": 630,
      "caption": "Title card for Essays",
      "representativeOfPage": true,
      "creator": {
        "@id": "https://davenporter.com/#jason-davenport"
      },
      "license": "https://creativecommons.org/licenses/by/4.0/",
      "acquireLicensePage": "https://davenporter.com/writings"
    },
    {
      "@type": "CollectionPage",
      "@id": "https://davenporter.com/writings#webpage",
      "url": "https://davenporter.com/writings",
      "name": "Essays | The Davenporter",
      "description": "Everything I've written on The Davenporter, newest first. Most posts start with a question someone asked me, then work through what I've tried, what broke, and what I'd do next. The WIBTM series covers what I'm building right now, and why.",
      "isPartOf": {
        "@id": "https://davenporter.com/#website"
      },
      "about": {
        "@id": "https://davenporter.com/#jason-davenport"
      },
      "primaryImageOfPage": {
        "@id": "https://davenporter.com/writings#primaryimage"
      },
      "inLanguage": "en-US"
    },
    {
      "@type": "FAQPage",
      "@id": "https://davenporter.com/writings#faq",
      "mainEntity": [
        {
          "@type": "Question",
          "name": "What does Jason Davenport write about?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Everything I've written on The Davenporter, newest first. Most posts start with a question someone asked me, then work through what I've tried, what broke, and what I'd do next. The WIBTM series covers what I'm building right now, and why."
          }
        }
      ]
    }
  ]
}