How to Stop Starting Projects and Not Finishing Them
You don’t lack discipline — you lack a cap on starts. A backup scan surfaced 41 abandoned tasks. Here is the 2-item rule that fixed it, step by step.
AI Content Topic Clustering: Stop Self-Cannibalizing Posts
Use AI content topic clustering to block duplicate posts before generation. A pre-generation checklist, method comparison, and the 7-of-7 rejection stop signal.
Learn to Build Without Coding: My Failure Log Method
I shipped working software without being able to read code. Here is the failure-log method, the categories that repeated most, and what the research says.
How to Stop Quitting Goals Halfway: The Two-Item Rule
How to stop quitting goals halfway: a work-in-progress cap of two started items per project. Ideas stay unlimited, only starting gets rationed.
AI Code Review Workflow: Stop the Churn Loop
How often should AI review your work? A session-end AI code review workflow that ends the churn loop, plus a cadence comparison table and four review triggers.
Work in Progress Limit: Personal Productivity Rule of 2
The two-task rule caps started work at two items per project. Why a work in progress limit beats any to-do list, with the exact intake question to use.
How to Use AI for Free: The 60% Index-Rate Gate
How to use AI for free to produce content without flooding your site with junk — using a 60% index-rate gate, a real Search Console snapshot, and a throttle rule.
How to Know When to Quit a Goal: The 30-Day Review
How to know when to quit a goal without calling it failure: a 30-day discard review that surfaces stalled goals weekly and makes keeping the exception.
AI Tool Alternatives: Build a Fallback Gate That Works
Two AI vendors cost less than one silent outage. A practical guide to picking AI tool alternatives and wiring a fallback gate — including alerting on success.
How to Take Notes That You Actually Use (and Reopen)
Why your notes app never gets reopened, and how to take notes that you actually use: index every note by the symptom you feel, not by its topic.