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Writing at Scale: AI-Powered Content Creation
300+ Deep Dives: Human-Authored, AI-Produced
AI & Technology
How to Troubleshoot Without AI: A Protocol for the Last 10%
When AI guidance stalls, this gritty protocol brings you back to first principles—isolating failures, reading logs, and triangulating sources to close the last 10%. If you’ve wondered how to troubleshoot without AI at the edge, here’s a system to build resilient closure.
How to differentiate AI products: focus, validate, and engineer distribution
Access to frontier AI is table stakes. Learn how to differentiate AI products by picking high‑leverage problems, validating value in tight loops, and engineering distribution you control.
Balance AI and human writing: The last-mile playbook
Let AI handle the scaffolding while you own the last mile. Calibrate by story type so your writing ships fast without losing perspective or resonance.
Career Growth
Content & Personal Brand
Education & Learning
Engineering Strategy
Reasoning Beats Ratings: Make Decisions Beyond Ratings for Real Fit
Ratings compress nuance. Learn how to read mid-tier reasoning, map trade-offs to your priorities, and choose tools that truly fit—across coffee gear to LLMs.
Satisficing vs Optimizing: Fit-First Choices That Leave Room for Delight
Stop equating price and stars with better outcomes. This piece applies satisficing vs optimizing to tools, models, and trips so fit, slack, and lower stakes create more joy.
Build Technical Credibility with Engineers by Making the Scaffolding Visible
Engineers judge competence by your scaffolding, not your story. Learn how to build technical credibility with engineers by making assumptions, constraints, interfaces, and risks visible first.
Leadership
Build a Feedback Culture: Make Feedback a Weekly Habit
Feedback isn’t a moment—it’s a habit. For engineers and AI teams, weekly micro-rituals turn feedback into trust, faster learning, and better delivery.
Build a Culture of Feedback: Turn insight into daily trust and speed
Choose to build a culture of feedback with visible, peer-led rituals that invite input, close the loop, and turn daily candor into trust and speed.
Tailor Feedback Across Levels: Make Your Message Land
Power shapes how feedback is heard. This post shows how to tailor feedback across levels—up, down, and sideways—by matching framing, evidence, and asks to the role.
Mindset & Well-Being
Productivity
Focus on One Goal: Essential system to ship faster in 2025
Pick one highest-impact goal as your guiding question to cut overwhelm and move faster. A simple system helps engineers and AI builders ship what matters.
Apply the Fresh Start Effect to Build Real Momentum
Use temporal landmarks to apply the fresh start effect: commit to one deferred goal and take a small, repeatable step to build momentum. Tailored for software engineers and AI builders.
Stop Productivity Theater by Anchoring Sprints to One Outcome
Stop productivity theater by anchoring every sprint to a single measurable outcome. Cut tasks that don’t move the metric and ship imperfect value that builds trust.
Professional Development
Work-Life Balance