(P.05) JOURNAL / 50+ ESSAYS / SINCE 2021 / UPDATED WEEKLY
Journal.
Notes from the field.
What we actually built, what failed, and what we learned — written straight.
— Not marketing. Just records.
— Not marketing. Just records.
★ FEATUREDLLM2026-07-27
In-House LLM Cost & Budgeting — A 2026 Sizing Guide by Company Scale
READ FULL ESSAY →
▸ FIG.1 — CS AGENT ROUTING
WORDS · 2,840AUTHOR · 2026-07-27READ · 12MIN
№002AI Agent
AI Agent
Choosing Your In-House LLM Stack — Claude, OpenAI, Open Source (Llama), and On-Prem
Choosing Your In-House LLM Stack — Claude, OpenAI, Open Source (Llama), and On-Prem
2026-07-22
2026-07-22
№003AI AgentAI Agent
Measuring the Impact of Your Own LLM — Designing ROI, KPIs, and Business Metrics
Measuring the Impact of Your Own LLM — Designing ROI, KPIs, and Business Metrics
2026-07-22
2026-07-22
№004AI AgentAI Agent
RAG vs Fine-Tuning vs Prompting: 3 Approaches to Building Your Own LLM, Compared
RAG vs Fine-Tuning vs Prompting: 3 Approaches to Building Your Own LLM, Compared
2026-07-20
2026-07-20
№005LLMLLM
The Complete Guide to Enterprise Data LLMs — Concepts, Types, and Build Roadmap
The Complete Guide to Enterprise Data LLMs — Concepts, Types, and Build Roadmap
2026-07-16
2026-07-16
№006AI AgentAI Agent
A Step-by-Step Execution Plan for Business Automation — Diagnosis, PoC, and Operation
A Step-by-Step Execution Plan for Business Automation — Diagnosis, PoC, and Operation
2026-07-14
2026-07-14
№007AI AgentAI Agent
5 Patterns That Break Business Automation Projects — Failure Signals and Avoidance Checklists
5 Patterns That Break Business Automation Projects — Failure Signals and Avoidance Checklists
2026-07-13
2026-07-13
№008Workflow AutomationWorkflow Automation
Security & Governance for LLM-Powered Automation — PII Masking, Audit Logs, and Guardrails
Security & Governance for LLM-Powered Automation — PII Masking, Audit Logs, and Guardrails
2026-07-12
2026-07-12
№009AI AgentAI Agent
The 2026 Guide to Business Automation Costs by Company Size
The 2026 Guide to Business Automation Costs by Company Size
2026-07-10
2026-07-10
№010AI AgentAI Agent
SMB Workflow Automation Tool Comparison — n8n, Make, Zapier, kintone
SMB Workflow Automation Tool Comparison — n8n, Make, Zapier, kintone
2026-07-08
2026-07-08
№011AI AgentAI Agent
Proving Automation ROI — Four Core Metrics and a Weekly Report Blueprint
Proving Automation ROI — Four Core Metrics and a Weekly Report Blueprint
2026-07-07
2026-07-07
№012AI AgentAI Agent
RPA, Workflow Automation, and AI Agents: A Pre-Decision Guide
RPA, Workflow Automation, and AI Agents: A Pre-Decision Guide
2026-07-06
2026-07-06
№013AI AgentAI Agent
A Complete Guide to Business Automation — Concepts, Types, and Adoption Roadmap
A Complete Guide to Business Automation — Concepts, Types, and Adoption Roadmap
2026-07-05
2026-07-05
№014AI AgentAI Agent
AI for Premium Brands: From Personalized Recommendations to Concierge Chatbots
AI for Premium Brands: From Personalized Recommendations to Concierge Chatbots
2026-07-03
2026-07-03
№015AI AgentAI Agent
The Luxury D2C Digital Build — 7 Decisions You Have to Make
The Luxury D2C Digital Build — 7 Decisions You Have to Make
2026-07-02
2026-07-02
№016AI AgentAI Agent
Shipping a 28-Day MVP with Next.js, Supabase, and Vercel
Shipping a 28-Day MVP with Next.js, Supabase, and Vercel
2026-07-01
2026-07-01
№017AI AgentAI Agent
Digitizing 1,000 Manufacturing Drawings & Tickets a Week — A 4-Week Build Log
Digitizing 1,000 Manufacturing Drawings & Tickets a Week — A 4-Week Build Log
2026-06-27
2026-06-27
№018AI AgentAI Agent
Runway and Gemini, five videos a week: how e-commerce ad video is being remade
Runway and Gemini, five videos a week: how e-commerce ad video is being remade
2026-06-25
2026-06-25
№019AI AgentAI Agent
Building a 24/7 Sales Automation Bot with Claude + LangGraph — A Build Log
Building a 24/7 Sales Automation Bot with Claude + LangGraph — A Build Log
2026-06-24
2026-06-24
№020AI AgentAI Agent
Claude Fable 5 and Mythos 5 Suspended Worldwide — Five Things AX-Driven Companies Should Recheck
Claude Fable 5 and Mythos 5 Suspended Worldwide — Five Things AX-Driven Companies Should Recheck
2026-06-18
2026-06-18
№021AI AgentAI Agent
Reservations, Intake, Charts: Where to Begin Clinic Automation
Reservations, Intake, Charts: Where to Begin Clinic Automation
2026-06-18
2026-06-18
№022Workflow AutomationWorkflow Automation
Tax & Accounting Automation — From a Single Invoice to Closing the Books, Where Does the Machine's Job End?
Tax & Accounting Automation — From a Single Invoice to Closing the Books, Where Does the Machine's Job End?
2026-06-11
2026-06-11
№023AI AgentAI Agent
Logistics Automation: Start Where the Pipeline Breaks
Logistics Automation: Start Where the Pipeline Breaks
2026-06-10
2026-06-10
№024AI AgentAI Agent
The Real Bottleneck at Staffing Firms Isn't Resumes — Where to Start with HR Automation
The Real Bottleneck at Staffing Firms Isn't Resumes — Where to Start with HR Automation
2026-06-06
2026-06-06
№025AI AgentAI Agent
E-commerce Automation: Where to Start — Orders, Inventory, or CS?
E-commerce Automation: Where to Start — Orders, Inventory, or CS?
2026-06-02
2026-06-02
№026Workflow AutomationWorkflow Automation
Why Manufacturing Automation Always Stalls at Quotes and Drawings
Why Manufacturing Automation Always Stalls at Quotes and Drawings
2026-05-30
2026-05-30
№027AI AgentAI Agent
Case Study: SMB AI Adoption Before and After
Case Study: SMB AI Adoption Before and After
2026-05-29
2026-05-29
№028Workflow AutomationWorkflow Automation
The Last Mile of Automation: Where Workflows Quietly Break
The Last Mile of Automation: Where Workflows Quietly Break
2026-05-25
2026-05-25
№029AI AgentAI Agent
5 Common AI Adoption Failures and How to Avoid Them
5 Common AI Adoption Failures and How to Avoid Them
2026-05-12
2026-05-12
№030AI AgentAI Agent
How to Measure AI ROI — What to Track After Deployment
How to Measure AI ROI — What to Track After Deployment
2026-05-11
2026-05-11
№031AI AgentAI Agent
Realistic Guide to AI Cost and Timeline — Understanding by Scale
Realistic Guide to AI Cost and Timeline — Understanding by Scale
2026-05-10
2026-05-10
№032AI AgentAI Agent
AI Adoption Roadmap — From PoC to Production
AI Adoption Roadmap — From PoC to Production
2026-05-09
2026-05-09
№033AI AgentAI Agent
AI Agents vs Workflow Automation — Which One Fits Your Business
AI Agents vs Workflow Automation — Which One Fits Your Business
2026-05-08
2026-05-08
№034AI AgentAI Agent
Which AI Fits Your Company — A 5-Area Self-Assessment for Mid-Market Leaders
Which AI Fits Your Company — A 5-Area Self-Assessment for Mid-Market Leaders
2026-05-07
2026-05-07
№035AI AgentAI Agent
AI Adoption: Where to Start — 5 Questions Before You Decide
AI Adoption: Where to Start — 5 Questions Before You Decide
2026-05-07
2026-05-07
№036AI AgentAI Agent
How a $30 Recorder Killed the Meeting-Notes Problem
How a $30 Recorder Killed the Meeting-Notes Problem
2026-05-05
2026-05-05
№037AI AgentAI Agent
Why Instruction Files Are the New Asset in AI Work
Why Instruction Files Are the New Asset in AI Work
2026-05-04
2026-05-04
№038AI AgentAI Agent
Prompt Engineering Is Over — AI Is Now Infrastructure
Prompt Engineering Is Over — AI Is Now Infrastructure
2026-05-03
2026-05-03
№039AI AgentAI Agent
How a Non-Coder Built an Internal Tool in 9 Days
How a Non-Coder Built an Internal Tool in 9 Days
2026-05-01
2026-05-01
№040AI AgentAI Agent
Why Fundamentals Win in the AI Era
Why Fundamentals Win in the AI Era
2026-04-30
2026-04-30
№041AI AgentAI Agent
3 hidden AI agent security traps every CTO must check
3 hidden AI agent security traps every CTO must check
2026-04-30
2026-04-30
№042AI AgentAI Agent
What to Prepare Before Adopting AI Coding Agents in 2026
What to Prepare Before Adopting AI Coding Agents in 2026
2026-04-29
2026-04-29
№043AI AgentAI Agent
What Comes After Coding Is Solved: Non-Dev Builders
What Comes After Coding Is Solved: Non-Dev Builders
2026-04-29
2026-04-29
№044AI AgentAI Agent
No Code, No Problem: The AI Agent Era Has Arrived
No Code, No Problem: The AI Agent Era Has Arrived
2026-04-28
2026-04-28
№045AI AgentAI Agent
The Age of One AI Is Over: How to Choose
The Age of One AI Is Over: How to Choose
2026-04-19
2026-04-19
№046AI AgentAI Agent
AI Is No Longer Software — It’s Infrastructure
AI Is No Longer Software — It’s Infrastructure
2026-04-02
2026-04-02
№047AI AgentAI Agent
No Coding Required: How Anthropic's Cowork and the New AI Slackbot Are Transforming the Modern Workplace
No Coding Required: How Anthropic's Cowork and the New AI Slackbot Are Transforming the Modern Workplace
2026-04-01
2026-04-01
№048AI AgentAI Agent
How to Automate 80% of Customer Inquiries with AI Agents
How to Automate 80% of Customer Inquiries with AI Agents
2026-03-25
2026-03-25
№049Workflow AutomationWorkflow Automation
How to Automate E-commerce Order Processing with n8n
How to Automate E-commerce Order Processing with n8n
2026-03-20
2026-03-20
№050Dev TipsDev Tips
5 Practical Tips to Achieve Lighthouse 90+ with Next.js
5 Practical Tips to Achieve Lighthouse 90+ with Next.js
2026-03-15
2026-03-15
(04) ARCHIVE · CUMULATIVE STATS
4 years of writing.
52 / 127K WORDS / 1.2K READERS
TOTAL ESSAYS
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