UPDATED SEP 15, 2026
AI Model Landscape: Major Players and Model Families
A practical, non-ranking reference to the major AI model providers, their current model families, and where each commonly fits in an architecture.
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Notes
Late Night Development Field Notes — one-page, practical references on architecture, delivery, and AI systems. Free to download, no email required.
Reference Guides
Container & Delivery
FIELD NOTE 01
The 15-Minute Dev Environment Checklist
The minimum files, commands, and decisions needed to make a project reproducible.
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Docker Compose + PostgreSQL Quick Reference
Service, volume, health check, environment-variable, and reset-command examples.
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VS Code Dev Container Shortcut Card
Rebuild, reopen, attach terminal, forward port, inspect logs, and recover from a broken container.
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Pull Request CI Pipeline Blueprint
A simple diagram and checklist for lint, typecheck, test, build, and review.
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Safe Database Migration Card
The practical expand, deploy, backfill, contract pattern, plus rollback questions.
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FIELD NOTE 06
The One-Page Architecture Decision Record
A fill-in template for documenting context, options, tradeoffs, decision, and consequences.
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Integration Discovery Checklist
Questions to ask before connecting to an API, ERP, identity provider, or vendor platform.
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Prompt to Pull Request Series Map
The core workflow for using AI without losing scope, verification, review, or reasoning.
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AI Coding Tool Operating Model
Scope, permissions, verification, and review rules for using AI coding agents responsibly.
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AI Tool Surface Decision Card
A quick guide for choosing chat, repo-aware agents, terminal workflows, or AI review.
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AI Work Order Prompt Template
A structured prompt format for turning AI requests into scoped, reviewable development tasks.
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Reasoning Capture Card
A concise template for preserving assumptions, tradeoffs, rejected options, risks, and proof.
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AI-Ready Repository Checklist
Instructions, commands, conventions, and boundaries that help humans and AI agents work safely.
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AI Development Loop Checklist
A plan, patch, test, review, commit workflow for keeping AI-assisted changes reviewable.
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ChatGPT + Codex Feature Delegation Card
A handoff pattern for shaping feature intent in chat and implementing safely in the repo.
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Claude Code Terminal Refactor Card
A terminal-first workflow for investigation, refactoring checkpoints, verification, and safety.
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AI Code Review Risk Scanner
A review checklist focused on bugs, regressions, missing tests, security, and behavior drift.
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AI-Ready Development System
A reusable operating model for AI-assisted development from work order to durable reasoning.
Download PDF 0.1 MBContainer Basics
FIELD NOTE 19
Container vs. VM Cheat Sheet
The core distinctions that explain why containers are fast, small, and not a lightweight virtual machine.
Download PDF 0.1 MBFIELD NOTE 20
Docker Command Quick Reference
The run, inspect, stop, and cleanup commands that cover most day-to-day container work.
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