Blog.
Practical playbooks on AI, automation, and product development. Written from production, not theory.
§023
7 min read
AI for Founders. What Should Actually Be Automated?
Most founders automate the wrong things first. The test is not what AI can do. It is which of your hours are repeatable, low judgement, and blocking everything else.
Founders
§022
8 min read
Claude Code vs GitHub Copilot vs Cursor. Which One Should You Choose?
These three tools get compared constantly and they are not the same category. One completes lines, one edits files, one runs whole tasks. Pick by workflow, not by benchmark.
AI Tools
§021
7 min read
How AI Agents Can Reduce Month End Closing Time.
Close is slow because it is a chain of waiting, not a chain of thinking. Agents collapse the waiting and leave the judgement where it belongs.
Finance
§020
9 min read
Building Production Ready AI Applications with Claude APIs.
A demo takes an afternoon. Production takes the things nobody demos: retries, evals, cost control, and a plan for the day the model changes.
Development
§019
7 min read
AI for Operations Teams. Practical Automations That Save Hundreds of Hours.
Ops runs on the work between systems. Copying, chasing, checking, formatting. That is exactly the layer agents are built for.
Operations
§018
8 min read
10 Claude Code Workflows Every Developer Should Know.
Most people use Claude Code for one thing and stop. These ten cover the work that actually eats a sprint.
AI Tools
§017
7 min read
AI for Product Managers. From PRDs to Sprint Planning.
PMs do not have a writing problem. They have a synthesis problem. AI is far better at the second than most people use it for.
Product
§016
6 min read
The Hidden Cost of Manual Financial Workflows.
The cost is not the hours. It is the decisions delayed, the errors found late, and the senior people doing junior work.
Finance
§015
8 min read
AI Development Workflow in 2026. From Prompt to Production.
The workflow has settled into a shape. Spec, plan, generate, verify, ship. The teams that skip verify are the ones still firefighting.
Development
§014
6 min read
AI vs Excel. What Finance Teams Should Automate First.
Excel is not the problem and AI is not the replacement. The question is which parts of your spreadsheet work are actually modelling and which parts are just moving data.
Finance
§013
7 min read
The AI Automation Audit. Finding the Ten Workflows Worth Automating First.
Every company has around ten workflows that account for most of the wasted hours. Finding them takes two weeks and saves a year of building the wrong thing.
Founders
§012
7 min read
Automating Finance Operations for Startups Without Hiring a Finance Team.
Before your first finance hire, the work still has to happen. The goal is not to avoid hiring forever. It is to hire at the right time, into a system that already works.
Finance