How to Conduct a Premortem: Identify Project Risks
A 90-minute premortem surfaces risks your team would never raise in a normal meeting. Here is the step-by-step method teams use to prevent costly...
All Step By Step in Explainers
Welcome to the complete index of every article in our Step By Step collection on When Notes Fly. This page lists every article in the section, organized alphabetically for easy reference. Each piece is researched, written by hand, and grounded in academic sources, professional practice, or empirical data. Whether you are diving into Step By Step for the first time or returning to find a specific article, the index below gives you direct access to the full collection within Explainers.
If you are new to Step By Step, we recommend starting with the foundational explainers and definitions before moving on to specific case studies, applied frameworks, and deeper analytical pieces. Articles are written for thoughtful readers who want substance over summary, with clear explanations of how ideas connect, where they come from, and why they matter. Use this index as a navigational map: skim the titles, read the short summaries, and click through to the pieces that draw your interest. Each article also links to related material so you can follow a thread of ideas across our entire Explainers library.
Most articles in this collection run between 1,500 and 3,000 words. We aim for the kind of explainer that holds up six months later: enough mechanism to be useful, enough nuance to be honest, and enough citation that you can verify the claims yourself. Where the research disagrees or the evidence is thin, we say so. Where a claim is well-established, we say that too. The goal is for you to leave with a working model you can apply, not a vibe you'll forget by Tuesday.
Bookmark this index — it gets fresh entries weekly. New articles are added at the top of the chronological feed and integrated into this alphabetical archive. If you can't find what you are looking for, try the broader Explainers archive for related ideas across all of Explainers, or browse our homepage for the latest writing.
Browse All Step By Step Articles
Mapping Complex Systems: A Practical Guide
Map complex systems: Identify key components, draw connections showing flows and dependencies, mark causal links, find feedback loops, test...
Step-by-Step: Analyzing Incentive Structures
Map what's rewarded with bonuses and recognition. Identify what's punished with penalties and criticism. Compare stated versus actual incentives.
Step-by-Step: Building a Mental Model
Identify key components. Map relationships showing how parts connect. Test predictions against reality. Refine based on failures.
Step-by-Step: Conducting a Root Cause Analysis
Root cause analysis: define problem precisely, gather data and timeline, use Five Whys technique, identify contributing factors, then test and verify.
Step-by-Step: Creating a Decision Framework
List criteria for good decisions. Weight importance of each factor. Score options against criteria. Document rationale for future reference.
Step-by-Step: Designing Effective Metrics
Keep simple with three to five key metrics. Make actionable so measurement drives improvement. Align with goals avoiding distortion.
Step-by-Step: Designing a Feedback System
Measure current state. Define desired state. Create comparator showing gap between them. Design response actions closing gaps.
Step-by-Step: Evaluating Information Quality
Assess accuracy by verifying facts and cross-checking claims. Check source credibility and expertise. Identify potential biases in presentation.
Step-by-Step: Facilitating a Retrospective
Set stage for learning, gather data on what happened, generate insights through discussion, decide actions, close with commitments and appreciation.