sam/obsidian-vault
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

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

Browse Source
This commit is contained in:
Sam Rolfe
2026-07-18 08:58:53 +10:00
parent 1f393cce1b
commit e09afd26b5
2 changed files with 30 additions and 6 deletions
Download Patch File Download Diff File Expand all files Collapse all files

24
100 inbox/Tools to try with AI.md
View File

@@ -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