Blog
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
#2026-03 765#english 592#culture 264#deep-dive 254#kubernetes 249#career 229#ai 219#llm 209#devops 196#2026-04 146#security 143#database 114#observability 113#communication 109#history 107#architecture 100#productivity 96#finance 88#economy 84#mindset 81#psychology 80#ai-papers 79#food 78#it 78#travel 78#deep-learning 77#japanese 77#networking 77#performance 72#business-travel 70#linux 70#gpu 69#ai-agent 66#cs-fundamentals 63#postgresql 61#rag 58#self-improvement 55#learning 53#mlops 53#python 52
The Joy of Understanding — Why Deep Understanding Still Matters in the LLM Era ♪ Listenable
Search and LLMs give fast answers, but deep understanding gives control and ownership. We cover the value of seeing beneath abstractions, the stance of not being dragged by your tools, the difference understanding makes
2026-06-25 · 24 min read #culture#learning#craftsmanship#understanding#engineeringOpinionated Tools — gofmt, gofumpt, and the Politics of Code Style ♪ Listenable
Why was code formatting ever a subject of debate, and how did gofmt end it? We compare gofmt with the stricter gofumpt, and contrast them with tools from other languages like prettier and black, taking a deep look at how
2026-06-25 · 21 min read #compiler#go#gofmt#gofumpt#formatterThe Rise of the Agentic Web — auth.md and the Era of AI Signing Up On Your Behalf ♪ Listenable
AI agents signing up for and acting on services on behalf of users — the agentic web — is rapidly becoming reality. We examine the idea of domain-root standards like the auth.md proposal that emerged in the WorkOS contex
2026-06-25 · 21 min read #ai#agent#authentication#oauth#web-standardsCode Becomes the Agents Execution Substrate: A Code-as-Harness View ♪ Listenable
This post reframes code not as an LLMs final artifact but as the execution harness through which an agent interacts with its environment. Centered on verification loops, tool calling, and execution feedback, it lays out
2026-06-25 · 19 min read #ai#agentic-coding#llm-agents#tool-calling#reactBuilding a Kubernetes Operator in Rust (kube-rs)
A Kubernetes Operator is a controller that encodes operational knowledge as code. This post covers the Operator pattern (CRD + controller + reconcile loop) from first principles, then how to build a real operator with ku
2026-06-25 · 12 min read #rust#kubernetes#operator#kube-rsRate Limiting Algorithms, Explained: Fixed Window, Sliding Window, Token Bucket, and Leaky Bucket ♪ Listenable
A side-by-side tour of the main rate limiting algorithms — fixed window, sliding window log and counter, token bucket, and leaky bucket. How each handles bursts, how to implement rate limiting across a distributed fleet
2026-06-25 · 11 min read #systems#api#reliabilityWhat Distributed Systems Taught Me About Relationships
Retries with backoff, timeouts, heartbeats, consistency models, backpressure, graceful degradation, idempotency, the Two Generals Problem, and trust as a cache with a TTL. The same problems that make distributed systems
2026-06-25 · 13 min read #engineering#relationships#fun#distributed-systemsA Tour of the Rust Ecosystem: Great Crates and Projects
Rust's real power lies as much in its ecosystem as in the language itself. This post takes a tour of the landscape, starting with cargo and crates.io and moving through the flagship crates: serde and tokio, rayon for dat
2026-06-24 · 9 min read #rust#ecosystem#cratesStack vs Heap: How Memory Really Works
The stack and the heap are not just "two regions of memory." One is a fast, fixed, LIFO world of frames; the other is a dynamic space ruled by malloc and garbage collectors. This post digs from the ground up into pointer
2026-06-24 · 16 min read #systems#memory#fundamentalsFrom Bespoke to Platform: Productizing FDE Work
The feedback loop between the forward deployed engineer (FDE) and product. Spotting the same pattern across N customers, extracting a config and an abstraction, and using the rule of three to know when NOT to generalize.
2026-06-24 · 8 min read #product#engineering#fdeIncident Communication: Talking Through an Outage
When an outage hits, the technical fix is only half the job. This post covers the Incident Commander role and role separation, the status-update drumbeat you keep even when there is no news, the three questions every upd
2026-06-24 · 13 min read #incident#oncall#communication#sreThe CAP Theorem Without the Hand-Waving
The popular "pick two of three" summary is wrong. This post pins down exactly what each of the three letters means, why in practice you only choose between C and A when a partition happens, why PACELC is the more complet
2026-06-23 · 11 min read #distributed-systems#databases#theoryBig-O in Practice: Complexity Without the Math Anxiety
What O() actually means, the common complexity classes with real-world examples, when constants win because n is small or the cache matters, the O(n squared) that hides in nested loops and N+1 queries, space complexity,
2026-06-22 · 11 min read #algorithms#performance#fundamentalsThe Changing World of Work — What Do We Work For? ♪ Listenable
Why do we work? We trace how the meaning of labor has shifted across the ages, what remote work and the gig economy have changed, what the discourse of burnout and quiet quitting reveals, and what balance might be possib
2026-06-21 · 66 min read #culture#work#work-life-balance#remote-work#burnoutUrbanization and Community — What Have We Lost and Gained? ♪ Listenable
Following the vast history of humanity gathering into cities, we look at the two faces of the city: the efficiency and freedom it gave, and the community it weakened. From the concepts of Gemeinschaft and Gesellschaft to
2026-06-21 · 34 min read #urbanization#community#sociology#city#societyTrust and Distrust — The Invisible Capital That Holds Society Together ♪ Listenable
Trust is an enormous force that moves society without ever being seen. Following the insights of Putnam and Fukuyama, this essay examines the value of social capital, the cost of collapsing trust, and the path to its rep
2026-06-21 · 33 min read #trust#social-capital#society#institutions#cultureThe Triangular Theory of Love — The Geometry of Intimacy, Passion, and Commitment
Following psychologist Robert Sternberg triangular theory of love, this essay explores how three corners — intimacy, passion, and commitment — combine into seven kinds of love, and how the shape of love shifts as time pa
2026-06-21 · 11 min read #psychology#relationships#love#sternberg#scienceLaozi and Zhuangzi — The Paradoxical Wisdom of Wu-Wei ♪ Listenable
We unpack the core Taoist ideas of the Tao, wu-wei, and ziran through the water analogy and Zhuangzi parables, and ask what letting go of control means for people worn down by burnout and the obsession with productivity.
2026-06-21 · 42 min read #philosophy#taoism#wu-wei#zhuangzi#laoziSocial Media and the Culture of Comparison — Life on an Endless Stage ♪ Listenable
Starting from Leon Festingers social comparison theory, we explore how social media made comparison a constant condition. We examine the curated life, algorithms and dopamine, and the contested debate over adolescent men
2026-06-21 · 36 min read #social-comparison#social-media#psychology#happiness#cultureA Dystopian Short Story: The Quiet Town
In a town where everyone has agreed to stay silent, one person rediscovers her own voice. A restrained dystopian fable told in a quiet register, leaving a small note of hope at the end.
2026-06-21 · 16 min read #fiction#short-story#dystopia#silence#courage