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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3517 posts
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Work That Pours In Rather Than Gets Planned — How to Handle Adhoc Work
How to work when interrupts arrive more often than planned tasks. Triage, funneling intake, batching and protecting focus time, the trap of urgency, managing expectations, automating and documenting recurring work, and p
2026-06-16 · 14 min read #career#productivity#workflow#focus#mindsetHow to Ship Output Consistently — A System for Producing Results
A practitioner guide to how people who ship consistently actually operate, without getting trapped by perfectionism. It covers breaking work small, timeboxing, public commitment, and closing with a demo, with systems and
2026-06-16 · 20 min read #productivity#shipping#habits#deep-work#timeboxingA Person with Their Own Color — Irreplaceable Expertise and Identity
Differentiation is not pretending to be different; it is the consistency that grows at the intersection of strength and interest. This piece covers the T-shaped professional, the accumulation of reputation, imitation ver
2026-06-16 · 18 min read #career#identity#mindset#personal-brand#expertiseEarning the Right to Speak — How to Make Your Voice Count in Meetings and Organizations
The right to speak is not granted by title; it is earned through trust and contribution. This piece covers prepared speaking, timing, the craft of dissent, drawing out quiet colleagues, and finding your voice asynchronou
2026-06-16 · 19 min read #career#communication#leadership#meetings#mindsetDeep Work — Designing Focus for People Who Make Things
Focus is not an innate talent but a system you can design. From the cost of context switching to securing focus blocks, managing notifications and meetings, and the clash between maker and manager schedules — here are co
2026-06-16 · 18 min read #deep-work#productivity#focus#culture#remote-workThe Builder Mindset — Makers Change the World
An essay on the builder mindset and the shift from consumer to producer. It covers execution over ideas, starting small and shipping, fast feedback loops, ownership, building in the age of AI, finishing what you start, a
2026-06-16 · 28 min read #builder-mindset#ownership#side-projects#career#executionThe Comfort of Admitting Mistakes — Psychological Safety Drives Performance
This essay examines why admitting mistakes is so hard, and how a blame-free culture produces higher performance. It covers Edmondson research on psychological safety, blameless postmortems, leader vulnerability, and anti
2026-06-16 · 16 min read #psychological-safety#mistakes#team-culture#leadership#blamelessZero-Downtime Data Migration — Moving Data with Dual-Write, Backfill, and CDC
Moving data to a new store without stopping the service is tricky because of consistency and ordering guarantees. This post lays out a staged cutover strategy combining Dual-Write, Backfill, and CDC, plus verification, r
2026-06-16 · 21 min read #database#migration#cdc#debezium#dual-writeNoSQL and Heterogeneous Data Migration — Between RDB, MongoDB, and Many Stores
Relational and document stores differ in the data model itself. This article lays out, from a practitioner view, what must be redesigned when moving from RDB to document and back, how to migrate with zero downtime using
2026-06-16 · 16 min read #database#migration#nosql#mongodb#cdcAutomating Database Migrations — Treating Schema as Code with CI/CD and GitOps
The era of applying schema changes by hand is over. This guide lays out the full picture of integrating migrations into your pipeline: linting and dry-running in PRs, applying per-environment automatically, detecting dri
2026-06-16 · 13 min read #database#migration#cicd#gitops#flywayAn Introduction to Database Migration Strategy — Schema, Data, and Zero Downtime
A systematic overview of database migration types and risks, versioned migrations, and zero-downtime deployment principles. It covers transactional DDL, backups and dry runs, environment promotion, team process, and an i
2026-06-16 · 16 min read #database#migration#schema#devops#reliabilityMaximizing Your Strengths — Amplify What You Are Good At Instead of Patching Weakness
What happens when you move the energy you spend covering weaknesses toward growing strengths? This essay lays out the logic of the strengths-based approach, how to discover your own strengths, the shadow side of overusin
2026-06-16 · 22 min read #mindset#strengths#career#self-awareness#productivityHumble Yet Sharp — Speaking in Facts
Humility and confidence do not collide. Separate opinion from fact, speak with data, remove ambiguity, and hold strong opinions loosely. This piece covers the trap of political speech and the craft of delivering feedback
2026-06-16 · 17 min read #communication#mindset#career#decision-making#feedbackHow to Be Good at Programming — Principles, Habits, and Depth
A builder essay that defines what being good at programming actually means, then works through fundamentals and debugging, abstraction and simplicity, readable code, testing, deliberate practice, reading code, and the sk
2026-06-16 · 17 min read #programming#craft#deliberate-practice#debugging#code-qualityUnderstand the Why, Not Just the What — How to Work With Your Manager
How to grasp the purpose behind a request instead of its surface. Alignment conversations, managing up, proposing better alternatives, scripts for asking why politely, the craft of giving and receiving feedback, and maki
2026-06-16 · 15 min read #career#management#communication#feedback#mindsetHow to Define Problems and Ask Questions — The Problem Matters More Than the Answer
Solving the wrong problem quickly is the most expensive kind of waste. This piece lays out problem-definition techniques like 5 Whys, reframing, and inversion, along with the structure of good questions, scope clarificat
2026-06-16 · 22 min read #problem-solving#product#communication#critical-thinking#reframingA Team Built on Trust — How to Build Trust
A look at the relationship between trust and performance, with the components of trust — competence, consistency, and benevolence — spelled out concretely. It covers keeping promises, showing vulnerability, psychological
2026-06-16 · 11 min read #trust#teamwork#psychological-safety#leadership#remote-workAlways Ask Back — Good Questions Make Good Outcomes
The output of someone who asks one clarifying question before acting diverges sharply from that of someone who does not. From the danger of assumptions, to the craft of asking back to find the intent behind a request, to
2026-06-16 · 17 min read #mindset#questions#communication#requirements#collaborationTake Motivation Seriously — Be the Person Who Designs Motivation
Motivation is not something you are born with; it is something you can design. This essay lays out the three pillars of intrinsic motivation (autonomy, mastery, purpose), the limits of extrinsic reward, how to find and a
2026-06-16 · 23 min read #mindset#motivation#leadership#management#burnoutLeaving Your Comfort Zone — Turning Discomfort into Growth
The comfort zone is pleasant, but it stalls growth. This essay covers how to tell the learning zone from the panic zone, how to deliberately design discomfort, and how to keep challenging yourself sustainably without bur
2026-06-16 · 19 min read #comfort-zone#growth#mindset#career#learning