sam-4screen-desktop 2026-7-18:8:58:53

.obsidian/workspace.json

@@ -13,12 +13,12 @@
             "state": {
               "type": "markdown",
               "state": {
-                "file": "200 projects/210 AI Resume/The Modern Web Architecture Landscape Beyond the React Monopoly.md",
+                "file": "100 inbox/Tools to try with AI.md",
                 "mode": "preview",
                 "source": true
               },
               "icon": "lucide-file",
-              "title": "The Modern Web Architecture Landscape Beyond the React Monopoly"
+              "title": "Tools to try with AI"
             }
           }
         ]
@@ -181,10 +181,10 @@
             "state": {
               "type": "file-properties",
               "state": {
-                "file": "200 projects/210 AI Resume/The Modern Web Architecture Landscape Beyond the React Monopoly.md"
+                "file": "100 inbox/Tools to try with AI.md"
               },
               "icon": "lucide-info",
-              "title": "File properties for The Modern Web Architecture Landscape Beyond the React Monopoly"
+              "title": "File properties for Tools to try with AI"
             }
           }
         ],
@@ -207,13 +207,13 @@
       "templater-obsidian:Templater": false
     }
   },
-  "active": "7066c9273c6fb936",
+  "active": "29ff3dd1c6bfd474",
   "lastOpenFiles": [
+    "200 projects/210 AI Resume/The Modern Web Architecture Landscape Beyond the React Monopoly.md",
     "100 inbox/Tools to try with AI.md",
     "400 resources/470 Holidays Travel/Ski Stuf.md",
     "300 areas/340 Web Dev Coding Software Tools/Untitled.md",
     "000 daily/ThinkPad Recommendations.md",
-    "200 projects/210 AI Resume/The Modern Web Architecture Landscape Beyond the React Monopoly.md",
     "200 projects/210 AI Resume/Local Hybrid Vector + Graph RAG Setup.md",
     "300 areas/305 Ideas Businesses/Enterprise Lakehouse Bypass Ultra-Lightweight Document Indexing Architecture.md",
     "300 areas/350 AI/Security NPM packages tools.md",

100 inbox/Tools to try with AI.md

@@ -40,6 +40,8 @@ aliases: []
 | **obsidian-skills** | [kepano/obsidian-skills](https://github.com/kepano/obsidian-skills) | Agent skills for Obsidian — teach your agent to use Obsidian CLI and open formats. |
 | **impeccable** | [pbakaus/impeccable](https://github.com/pbakaus/impeccable) | The design language that makes your AI harness better at design. |
 | **pg_durable** | [microsoft.github.io/pg_durable](https://microsoft.github.io/pg_durable) | PostgreSQL crashproof functions. |
+| **DuckDB** | [duckdb/duckdb](https://github.com/duckdb/duckdb) | Embedded analytical SQL database for high-performance data processing. |
+| **BGS Stack** | [Obsidian note →](obsidian://open?vault=obsidian&file=200%20projects%2F210%20AI%20Resume%2FThe%20Modern%20Web%20Architecture%20Landscape%20Beyond%20the%20React%20Monopoly) | Go + HTMX + SQLite — the premier AI-friendly web architecture. |
 
 
 ### pg_durable
@@ -50,6 +52,28 @@ If you've been running Temporal, cron, or a background worker just for durable e
 
 📺 [pg_durable — Crashproof PostgreSQL workflows](https://www.youtube.com/watch?v=4Lmqvn_yz-c)
 
+### DuckDB
+
+DuckDB is an open-source, embedded analytical database that runs inside your application process — no server needed. It combines the lightweight simplicity of SQLite with the analytical speed of a cloud data warehouse like Snowflake.
+
+**Key capabilities:**
+- **Columnar storage** — reads only the columns you query, minimising disk and memory usage.
+- **Vectorised execution** — processes data in CPU-cache-sized chunks (2,048 rows at a time) for maximum hardware efficiency.
+- **Direct file querying** — queries Parquet, CSV, and JSON files directly on disk or in cloud storage (S3) without importing.
+- **Rich integrations** — zero-copy data exchange with Pandas, Arrow, Polars, and R dataframes.
+- **Advanced SQL** — Postgres-compatible dialect with window functions, complex joins, and nested data types.
+
+### BGS Stack (Go + HTMX + SQLite)
+
+The BGS Stack is the premier AI-friendly web architecture — a server-driven alternative to React SPAs built with **Go**, **HTMX**, and **SQLite**. It eliminates `node_modules`, build pipelines, and client-side state management, replacing them with a single linear backend loop that LLMs excel at generating.
+
+Why it's optimised for AI coding:
+- **Single-loop context** — one Go function reads from SQLite and returns HTML. No fragmented useState/useEffect/API layer to track across paradigms.
+- **Deterministic HTML** — LLMs generate clean HTML and server routes far more reliably than complex React component hierarchies.
+- **Fewer moving parts** — no Webpack, Vite, or bundle config for an AI agent to break. Bugs stay contained in one Go file or template.
+
+📄 [Full breakdown — The Modern Web Architecture Landscape Beyond the React Monopoly](obsidian://open?vault=obsidian&file=200%20projects%2F210%20AI%20Resume%2FThe%20Modern%20Web%20Architecture%20Landscape%20Beyond%20the%20React%20Monopoly)
+
 # AI Engineering Tools Overview
 
 ## 🛠️ Structured Data & Model Control