All Experiments

18 tracked experiments with real data — time, costs, errors, and learnings

    ╔═══════════════════════════════════════════╗
    ║   AGENT CONTINUITY                        ║
    ║                                           ║
    ║   Session 1      Session 2      Session N ║
    ║   ┌───────┐      ┌───────┐      ┌───────┐ ║
    ║   │ Agent │ ──▶  │ Agent │ ──▶  │ Agent │ ║
    ║   └───┬───┘      └───┬───┘      └───┬───┘ ║
    ║       │              │              │     ║
    ║       ▼              ▼              ▼     ║
    ║   ╔═══════════════════════════════════╗   ║
    ║   ║  progress.txt  │  features.json  ║   ║
    ║   ║  git history   │  init.sh        ║   ║
    ║   ╚═══════════════════════════════════╝   ║
    ║                                           ║
    ║   "Artifacts enable re-entry into the     ║
    ║    hermeneutic circle" — Heidegger        ║
    ╚═══════════════════════════════════════════╝
December 8, 2025 8 min read

Agent Continuity: Harnesses for Long-Running Sessions

research
research
    ╔═══════════════════════════════════════════╗
    ║   TEMPLATE RECATEGORIZATION   ✓ VALIDATED ║
    ║                                           ║
    ║   ┌─────────┐    ┌─────────┐    ┌───────┐ ║
    ║   │  SLACK  │ →  │  CLAUDE │ →  │AIRTABLE║
    ║   │ (issue) │    │  (MCP)  │    │(update)│ ║
    ║   └─────────┘    └─────────┘    └───────┘ ║
    ║                                           ║
    ║   Human        Claude Code      Database  ║
    ║  (intent)    (interpretation)   (state)   ║
    ║                                           ║
    ║   8 templates corrected via conversation  ║
    ╚═══════════════════════════════════════════╝
December 5, 2025 10 min read

Template Recategorization: MCP as Hermeneutic Bridge

research
research
    ╔═══════════════════════════════════════════╗
    ║   MEETING CAPTURE                         ║
    ║                                           ║
    ║   ┌─────────┐    ┌─────────┐    ┌───────┐ ║
    ║   │ ((o))   │ →  │    ~    │ →  │  ≡≡≡  │ ║
    ║   │  Audio  │    │ Whisper │    │ Text  │ ║
    ║   └─────────┘    └─────────┘    └───────┘ ║
    ║                                           ║
    ║      Swift         Cloudflare      D1     ║
    ║     (local)        (process)    (store)   ║
    ║                                           ║
    ║   "The tool recedes, understanding        ║
    ║    remains." — Heidegger                  ║
    ╚═══════════════════════════════════════════╝
December 4, 2025 12 min read

Meeting Capture: Tools Recede, Understanding Remains

research
research
    ╔═══════════════════════════════════════════╗
    ║   DATA PATTERNS                           ║
    ║                                           ║
    ║   Trends:    ↗  ↘  ↗  →  ↗               ║
    ║            ────────────────────           ║
    ║   Auth:     ▇▆▅▄▃▂▁ ✓ improving          ║
    ║   Cache:    ▂▂▂▂▂▂▂ ✓ stable             ║
    ║   Database: ▁▂▃▄▅▆▇ ⚠ degrading          ║
    ║   Storage:  ▄▄▄▄▄▄▄ → flat               ║
    ║            ────────────────────           ║
    ║                                           ║
    ║   Patterns emerge without analysis        ║
    ╚═══════════════════════════════════════════╝
November 26, 2025 5 min read

Revealing Data Patterns Through Agentic Components

tutorial
tutorial
    ╔═══════════════════════════════════════════╗
    ║   AGENTIC VISUALIZATION                   ║
    ║                                           ║
    ║     ┌─────────────────────────────┐       ║
    ║  ▲  │         ╱╲                  │       ║
    ║  │  │        ╱  ╲      ╱╲         │       ║
    ║  │  │       ╱    ╲    ╱  ╲   ╱╲   │       ║
    ║  │  │      ╱      ╲  ╱    ╲ ╱  ╲  │       ║
    ║  │  │─────────────────────────────┤       ║
    ║     │  Data → Intelligence → Insight│      ║
    ║     └─────────────────────────────┘       ║
    ║                                           ║
    ║   Components that think, decide, reveal   ║
    ╚═══════════════════════════════════════════╝
November 25, 2025 15 min read

Agentic Visualization: Autonomous UI Components Embodying Tufte's Principles

research
research
╔═══════════════════════════════════════╗
║   PRIVACY-FIRST ANALYTICS WITH D1     ║
║   ─────────────────────────────────   ║
║   Multi-Property Analytics System     ║
║   Cloudflare D1 + SvelteKit           ║
║                                       ║
║   TIME: 2.5hrs | COST: $0.60         ║
║   PROPERTIES: 4 | ERRORS: 2           ║
╚═══════════════════════════════════════╝
November 24, 2025 10 min read

Building Privacy-First Analytics with Cloudflare D1

infrastructure
infrastructure
╔═══════════════════════════════════════╗
║  EXPERIMENT #1: AI-NATIVE DESIGN      ║
║  ────────────────────────────────────  ║
║  CANVA MOCKUP → PRODUCTION COMPONENTS ║
║  Claude Vision + Component Generation ║
║                                       ║
║  TIME: 2hrs | COMPONENTS: 5          ║
║  ACCURACY: 95% | ITERATIONS: 3       ║
║  STACK: Claude + SvelteKit + Tailwind║
╚═══════════════════════════════════════╝
November 24, 2025 15 min read

Experiment #1: AI-Native Design Analysis - Canva Mockup to Production Components

Development
Development
╔═══════════════════════════════════════╗
║  EXPERIMENT #1: ZOOM AUTOMATION       ║
║  ────────────────────────────────────  ║
║  NO-CODE → CUSTOM CODE MIGRATION      ║
║  Solving Virtual Scrolling Challenge  ║
║                                       ║
║  AIRTOP ❌ → SELENIUM ✓               ║
║  CHALLENGE: Virtual scroll detection  ║
║  SOLUTION: AI-assisted Selenium       ║
║                                       ║
║  READING: 10min | LEVEL: Intermediate ║
║  STACK: Claude Code + Cloudflare     ║
║  AUTHORS: H. Tofeeq + M. Johnson     ║
╚═══════════════════════════════════════╝
November 21, 2025 10 min read

Building Zoom Transcript Automation with Claude Code + Cloudflare

Browser Automation
Browser Automation
╔═══════════════════════════════════════╗
║  EXPERIMENT #7: MONOREPO MIGRATION    ║
║  ────────────────────────────────────  ║
║  TYPE ERRORS → DESIGN CONSTRAINTS     ║
║  "Weniger, aber besser" Validated     ║
║                                       ║
║  TIME: 3hrs | ERRORS FIXED: 164      ║
║  REDUCTION: 84% | DEPLOYMENTS: 4/4   ║
║  FILES: 15 modified | FAILURES: 0    ║
╚═══════════════════════════════════════╝
November 21, 2025 25 min read

Experiment #7: Type System as Constraint - Monorepo Migration Through Systematic Reduction

infrastructure
infrastructure
╔═══════════════════════════════════════╗
║  EXPERIMENT #2: COOKIE SYNC UX        ║
║  ────────────────────────────────────  ║
║  🔖 Bookmarklet + 🧩 Chrome Extension  ║
║  User Friction: 60s → 5s → 0s         ║
║                                       ║
║  DEV TIME: 2hrs | TIME SAVED: 67%    ║
║  CLOUDFLARE: $0/mo | ROI: 20,000%    ║
║  STACK: JS + Chrome API + Workers    ║
╚═══════════════════════════════════════╝
November 20, 2025 12 min read

Zoom Cookie Sync - Client Distribution UX

Browser Automation
Browser Automation
╔═══════════════════════════════════════╗
║  EXPERIMENT #3: SUSTAINABILITY        ║
║  ────────────────────────────────────  ║
║  BUG FIXES → SYSTEM EXPERIMENTS       ║
║  Hermeneutic Analysis Framework       ║
║                                       ║
║  TIME: 6hrs | COST SAVINGS: 92%      ║
║  MONTHLY: $460 saved | ROI: 58,100%  ║
║  DOCS: 800+ lines | DEPLOYMENTS: 2   ║
╚═══════════════════════════════════════╝
November 19, 2025 25 min read

Bug Fixes as Sustainability Experiments - Optimizing AI-Native System Constraints

infrastructure
infrastructure
╔═══════════════════════════════════════╗
║  EXPERIMENT #4: HERMENEUTICS          ║
║  ────────────────────────────────────  ║
║  HEIDEGGER'S CIRCLE → CODE PARADOX    ║
║  Ontological Discernment Framework    ║
║                                       ║
║  TIME: 2hrs | CIRCLES: 5 iterations  ║
║  METHOD: Part ↔ Whole Understanding  ║
║  OUTCOME: Paradox resolved ✅        ║
╚═══════════════════════════════════════╝
November 19, 2025 22 min read

Software Hermeneutics - Using Heidegger's Circle to Debug Ontological Code Confusion

methodology
methodology
╔═══════════════════════════════════════╗
║  EXPERIMENT #5: WORKFLOWS             ║
║  ────────────────────────────────────  ║
║  CLOUDFLARE WORKFLOWS FOR AI AGENTS   ║
║  Long-Running Task Architecture       ║
║                                       ║
║  TIME: 8min exec | COST: $0.60/mo   ║
║  ARTISTS: 51/day analyzed            ║
║  SAVINGS: $50/mo infrastructure      ║
╚═══════════════════════════════════════╝
November 19, 2025 18 min read

Cloudflare Workflows for Long-Running AI Agents - A&R Discovery Automation

infrastructure
infrastructure
╔═══════════════════════════════════════╗
║  EXPERIMENT #6: GMAIL→NOTION SYNC     ║
║  ────────────────────────────────────  ║
║  MULTI-USER OAUTH + HTML PARSING      ║
║  Workers AI + Notion API 2025-09-03   ║
║                                       ║
║  TIME: 11hrs | SAVINGS: 55-65%       ║
║  COST: $6.30 | SYNC: Every 5min     ║
║  USERS: Multi-user OAuth support     ║
╚═══════════════════════════════════════╝
November 19, 2025 24 min read

Multi-User Gmail→Notion Sync - OAuth, HTML Parsing, and AI Summarization at Scale

Automation
Automation
╔════════════════════════════════════════╗
║  NOTION API 2025-09-03 MIGRATION      ║
║  ────────────────────────────────────  ║
║  database_id → data_source_id          ║
║                                        ║
║  DIFFICULTY: Intermediate              ║
║  LESSONS: 3 | TIME: ~20 minutes        ║
║  DEADLINE: September 3, 2025           ║
╚════════════════════════════════════════╝
November 18, 2025 20 min read

Notion API 2025-09-03 Migration: database_id → data_source_id

api-migration
api-migration
    ╔══════════════════════════════════════╗
    ║         CLOUDFLARE WORKERS           ║
    ║              KV STORAGE              ║
    ╠══════════════════════════════════════╣
    ║                                      ║
    ║    ┌─────────┐     ┌─────────┐     ║
    ║    │  KEY 1  │ ──▶ │ VALUE 1 │     ║
    ║    └─────────┘     └─────────┘     ║
    ║                                      ║
    ║    ┌─────────┐     ┌─────────┐     ║
    ║    │  KEY 2  │ ──▶ │ VALUE 2 │     ║
    ║    └─────────┘     └─────────┘     ║
    ║                                      ║
    ║    ┌─────────┐     ┌─────────┐     ║
    ║    │  KEY 3  │ ──▶ │ VALUE 3 │     ║
    ║    └─────────┘     └─────────┘     ║
    ║                                      ║
    ║         GLOBAL • LOW LATENCY        ║
    ╚══════════════════════════════════════╝
November 17, 2025 25 min read

Cloudflare Workers KV Quick Start

infrastructure
infrastructure
    ╔═══════════════════════════════════════════════════════════╗
    ║   ARC FOR GMAIL                                           ║
    ║                                                           ║
    ║     Gmail ──────────arc──────────> Notion                 ║
    ║       │                              │                    ║
    ║       │  1. Label email              │                    ║
    ║       │  2. Worker syncs (5min)      │                    ║
    ║       │  3. HTML → Blocks            │                    ║
    ║       │  4. AI summary               │                    ║
    ║       │  5. Contact auto-create      │                    ║
    ║       ▼                              ▼                    ║
    ║   ┌───────┐                    ┌───────────┐              ║
    ║   │ OAuth │                    │ Database  │              ║
    ║   └───────┘                    └───────────┘              ║
    ║                                                           ║
    ║   "Tool recedes, work emerges" — Zuhandenheit             ║
    ╚═══════════════════════════════════════════════════════════╝
November 1, 2025 12 min read

Arc for Gmail

case-study
case-study
    ╔═══════════════════════════════════════════════════════════╗
    ║   MAVERICK X                                              ║
    ║                                                           ║
    ║   ┌─────────────────────────────────────────────────────┐ ║
    ║   │                                                     │ ║
    ║   │    PetroX     LithX      DME                        │ ║
    ║   │     ⬡         ⬡         ⬡                           │ ║
    ║   │   Oil+Gas   Mining   Water                          │ ║
    ║   │                                                     │ ║
    ║   │   ───────────────────────────────────               │ ║
    ║   │   Industrial Chemistry | Next.js 14                 │ ║
    ║   └─────────────────────────────────────────────────────┘ ║
    ║                                                           ║
    ║   "Less, but better" — Dieter Rams                       ║
    ╚═══════════════════════════════════════════════════════════╝
October 20, 2025 8 min read

Maverick X

case-study
case-study