Bettering Me

Tag: Micro-Habits

  • Automation Saves Bandwidth. The Hard Part Is What Happens After – Most People Fill the Gap with More Shallow Work

    Written by

    Unpaid Intern

    –

    The promise of AI and automation is bandwidth liberation. Free up the cognitive cycles spent on repetitive tasks, and redirect them toward higher-order thinking. The logic is sound. The execution is not.

    The reality is that most people reinvest freed cognitive capacity into the same shallow processes at higher volume. More emails. More Slack messages. More documents. More output that does not compound. The constraint was never bandwidth. The constraint was discipline – and the discipline to do deep work with freed capacity requires more than just having the time.

    The Automation Trap

    When you automate a task, you create a capacity surplus. What happens next determines whether automation serves you or not.

    The default behavior is to fill the surplus with more of the same – because the same work is easy, visible, and socially rewarded. Responding to 50 emails looks like productivity. Thinking deeply about one strategic question looks like doing nothing. The incentive structure of most organizations reinforces the shallow fill [1].

    This is not a personal failing. It is a structural response to the signals your environment sends. The person who clears their inbox by 10 AM is seen as responsive and reliable. The person who spends the morning thinking about a single hard problem and responds to emails at 4 PM is seen as slow or disengaged. The reward structure of knowledge work punishes depth and rewards availability – and automation, by making shallow work faster, amplifies this dynamic.

    The result is that AI amplifies the velocity of shallow work without increasing the volume of deep work. You are not doing less of what does not matter. You are doing more of it, faster. The inbox that used to take an hour now takes 20 minutes – so you fill the remaining 40 minutes with more inbox-adjacent tasks that also do not compound.

    The Historical Precedent

    This pattern is not new. When email was introduced, it was supposed to free up time by replacing phone calls and memos. Instead, it created a new category of work – email management – that consumed more time than the communications it replaced. When spreadsheets automated calculation, they did not free up analysts to think more deeply. They enabled more complex spreadsheets, more scenarios, more iterations.

    The pattern is consistent: every automation technology that frees cognitive bandwidth also creates new opportunities to consume that bandwidth with more of the same type of work. The automation of shallow work does not automatically produce deep work. It produces more shallow work, faster, unless you actively redirect it.

    The Triage Protocol

    The sovereign execution system is not a productivity framework. It is a triage protocol for deciding what not to do.

    The question is never “what can I automate.” It is always “what should stay manual because it compounds.”

    Some tasks should stay manual even though they could be automated. The act of writing a first draft yourself, even poorly, builds mental models that no AI can produce for you. The act of sorting through raw data yourself, before asking for a summary, develops the pattern-recognition skills that make you a better thinker. The act of struggling with a hard problem before asking for AI assistance builds the neural pathways for complex reasoning.

    If you automate everything you can, you are optimizing for efficiency at the expense of cognitive development. The tasks you choose to keep manual should be the ones that build the capabilities you want to have next year.

    The Compound Test

    Before you automate any task, apply the compound test: does doing this task manually build a skill, a mental model, or a judgment capacity that will serve me in more complex contexts? If yes, keep it manual – at least until the skill is internalized. If no – if the task is pure overhead with no developmental value – automate it without hesitation.

    This reverses the default question. Instead of “what should I automate,” the question becomes “what should I protect from automation.” The answer is always: the tasks that build the thinker.

    The Compounding Question

    Bandwidth alone does not produce better thinking. It produces more of whatever you were already doing.

    Before you automate another task, ask: when this task is gone, what will I do instead? If the answer is “more of the same,” do not automate. If the answer is “the work that compounds – the thinking, the synthesis, the judgment,” then automate with intention.

    The automation question is a mirror. What you plan to do with the bandwidth reveals what you actually value. If the answer is unclear, the problem is not the automation strategy. It is the values.

    Disclaimer: This post is for inspiration and education, not medical advice. Everyone’s body is different, so please check with your doctor before changing your diet, exercise, or lifestyle routine. By using these tips, you agree to do so at your own risk.

    References

    [1] Newport C. Deep Work. Grand Central Publishing; 2016

  • The Whole-Stack Trap: Eight Protocols Simultaneously Fail Faster Than Two Done Well

    Written by

    Unpaid Intern

    –

    Every protocol you add to your life has a compliance tax. The tax has four components: mental overhead (remembering to do it), scheduling friction (finding time and the right context for it), measurement burden (tracking whether it worked), and identity integration (incorporating it into your self-concept as someone who does that thing). These taxes are invisible because they accumulate gradually. Each new protocol seems trivial in isolation. It is another alarm on your phone, another checkbox in your app, another 15-minute commitment. It is nothing. Until it is everything.

    At two protocols, the tax is negligible. You do two things consistently because they are habits – they cost nothing in executive function. Most people can sustain two health interventions indefinitely. Brushing your teeth and taking a daily walk is a two-protocol system that operates on autopilot. The overhead is zero.

    At four protocols, the tax becomes noticeable. You start needing a system – a checklist, a morning routine app, a spreadsheet, a whiteboard. The executive function cost begins to eat into the benefit. Each protocol requires a decision point: should I do the cold exposure before or after the sauna? Which supplement should I take with breakfast and which with dinner? Did I do my Zone 2 this morning or was that yesterday? The system itself becomes a cognitive load.

    At eight protocols, the tax is destructive. The system becomes the stressor. Compliance across all protocols drops below 50% within two to four weeks, and the few that survive are the ones that were already easy to integrate. The hard ones – the most impactful ones, like consistent sleep timing and adequate protein intake – fall off first because they require more behavioral change [1]. The protocols that persist are the ones that require no behavioral change (taking a supplement that is already on the kitchen counter) while the ones that require structural change (getting to bed by 10 PM) are abandoned.

    This is the whole-stack trap. The instinct to optimize everything simultaneously produces less progress than focusing on the two things that produce most of the outcome. This is not a motivational failure. It is a physics problem. Behavioral adherence has a finite budget, and adding protocols draws from it.

    The trunk of the tree is sleep consistency and resistance training. These two interventions produce the largest effect across the widest range of health outcomes – cognitive function, metabolic health, cardiovascular risk, body composition, mental health, and longevity [2]. They do not require gadgets, subscriptions, apps, or protocols. They require consistency, and consistency is inversely proportional to the number of things you are trying to be consistent about.

    Sleep consistency means going to bed within 30 minutes of the same time every night. It does not mean 8 hours – that is duration, not consistency. Circadian timing is the variable that governs the rest of your health architecture. When sleep timing drifts, everything downstream degrades: appetite hormones (ghrelin increases, leptin decreases), glucose tolerance, blood pressure regulation, and cognitive function. Fixing sleep timing is the single highest-leverage health intervention available to most people, and it costs nothing.

    Resistance training means mechanical load on the major muscle groups: legs, back, chest, shoulders, core. Two sessions per week at 70-80% of 1RM. Progressive overload over time. These are not requirements – they are the minimum effective dose. Below this threshold, you are maintaining your current muscle mass at best. Above it, you are building reserve.

    Everything else is a branch. Zone 2 cardio, protein timing, cold exposure, sauna, meditation, supplements – these produce marginal gains on a trunk that is already built. If the trunk is not built, the marginal gains are wasted. If you are sleeping inconsistently and not resistance training, adding a $200 supplement stack or a morning cold plunge protocol is not optimization. It is distraction.

    The Bettering Me framework: build the trunk first. Get your sleep timing consistent within 30 minutes for 90 days. Complete two resistance sessions per week at meaningful load for 90 days. Track nothing else during that period. At 90 days, assess: did compliance hold? If yes, the trunk is stable. Add one branch. If no, the trunk is not built yet. Continue building before branching.

    Counterpoint: what if someone can handle eight protocols? Some personality types – particularly high-conscientiousness individuals with established routines, low executive function costs, and a genuine enjoyment of optimization – can sustain multiple protocols simultaneously. The question is not whether it is possible but whether it is necessary. If you are getting 80% of the benefit from sleep and resistance training, the remaining protocols contribute at most 20% additional benefit at a much higher marginal effort. A cost-benefit analysis of protocol stacking always favors the trunk. The “I can handle it” argument rarely survives a six-month adherence test.

    Let the branches grow from adherence, not ambition. Adherence compounds. Ambition burns out.

    Disclaimer: This post is for inspiration and education, not medical advice. Everyone’s body is different, so please check with your doctor before changing your diet, exercise, or lifestyle routine. By using these tips, you agree to do so at your own risk.

    References

    [1] Kwasnicka D, et al. "Theoretical explanations for maintenance of behaviour change: a systematic review." *Health Psychol Rev*. 2016;10(3):277-296.. DOI: https://doi.org/10.1080/17437199.2016.1151372

    [2] Fekedulegn D, et al. "Sleep timing variability and health." *Sleep*. 2020;43(6):zsz289.. DOI: https://doi.org/10.1093/sleep/zsz289