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Two heads are higher than one: What second brains say about how builders work


“You’ve visited this web page many instances.”

Stack Overflow’s annual Developer Survey solutions loads of questions, but it surely all the time raises some new ones, too. Like: Why do our brains work the way in which they do?

Two years in the past, we requested how you’re feeling whenever you seek for a solution and discover a purple hyperlink—that’s, a previously-clicked one. Fifty-two % of you described your response as “Howdy, previous buddy”: that means you’ve looked for and positioned this info earlier than. Possibly you’re making an attempt to recollect how you can exit Vim (once more), or possibly you simply have to seize a particular regex. Both approach, that purple hyperlink is reassuring—and, maybe, precisely what you had been on the lookout for.

With greater than half of builders greeting purple hyperlinks like previous pals (and one other 16% reacting with amusement), it was obvious that folks had been visiting the identical questions repeatedly. Actually, we discovered that 62% of Stack Overflow’s common customers visited the identical query greater than as soon as in a three-month span. 

Clearly, many people are desirous to outsource the work of knowledge recall by treating exterior info repositories (particularly these wealthy in user-generated content material, akin to Stack Overflow and Reddit) as second brains: private data administration programs supported by expertise.

This obtained us pondering: Is that this an efficient use of brainpower? Does the area we release by deploying a second mind get used productively for one thing else? Or is counting on a second mind a lazy behavior that leaves us much less educated, able to making fewer connections?

Once I was doing my doctoral work in English and new media research, I had an inclination to make use of Wikipedia to maintain monitor of high-level definitions and simple particulars, like when a e-book was printed or when a historic occasion occurred. The definition of “epistemology” stubbornly refused to stay in my head, as did the 12 months Ray Bradbury first printed “A Sound of Thunder,” so I discovered myself looking for this info as soon as every week or so, clicking that pleasant purple hyperlink each time.

One other instance: I’ve been making the identical oatmeal cookie recipe for years, however I’ve but to memorize it; I simply Google it at any time when I’ve a craving. Successfully, I depend on the search bar and the purple hyperlink to recollect the recipe for me.

Why is it simpler or extra expedient to name up the identical info time and again, quite than committing it to reminiscence? What does our dependence on second brains inform us about the way in which we study and work? And for builders, who’re continually deluged with new and sophisticated info, how can the best second mind assist your authentic mind work higher?

What’s a second mind?

A second mind is a private data administration system, particularly one enabled by expertise. The time period is usually credited to thought chief and creator Tiago Forte, whose Constructing a Second Mind course has accomplished rather a lot to popularize the idea. (These illustrated notes do a terrific job of summarizing the course materials.) Extra particularly…

A second mind is a approach of capturing and organizing info to comprehend its worth

A second mind helps you get a deal with on the quantity and complexity of knowledge you’re uncovered to at nearly all instances, with the eventual aim of translating that data into one thing helpful. That is particularly crucial for builders and different folks whose work includes fixed publicity to an ever-expanding pool of advanced, technical info. With out assist from the constructions and applied sciences that comprise a second mind, you’ll be able to’t take in or bear in mind the data you’re immersed in, a lot much less name up that info whenever you may want it to unravel a future drawback or kick off a brand new undertaking.

One merely siphons the surplus ideas from one’s thoughts, pours them into the basin, and examines them at one’s leisure.

Albus Dumbledore

Within the Harry Potter sequence, Dumbledore’s Pensieve serves a second-brain operate, storing disconnected ideas and recollections and shaping them into coherent patterns to tell actions and choices. “One merely siphons the surplus ideas from one’s thoughts, pours them into the basin, and examines them at one’s leisure,” explains Dumbledore. “It turns into simpler to identify patterns and hyperlinks, you perceive, when they’re on this type.”

A second mind reduces cognitive load by doing all your pondering and remembering for you

Consider a second mind as an extension of your thoughts: someplace you’ll be able to offload cognitive work so that you don’t need to wrestle to recollect info or put it to good use. Like Sherlock Holmes’s thoughts palace, a second mind is a system for accumulating, storing, and curating the tide of knowledge that regularly washes over us. “It’s a approach of guaranteeing that the ludicrous quantity of knowledge we’ve to cope with day-to-day stops bouncing round our heads and is recorded someplace the place we will make sense of it in the long run,” explains Stack Overflow developer advocate and evangelist Matt Kiernander. 

A second mind is constructed on digital expertise

It’s definitely doable to cobble collectively a second mind utilizing handbook strategies, from a pocket book to a submitting cupboard to a wall plastered with sticky notes. In faculty, I took notes within the margins of secondhand books as I learn, blithely assuming I’d bear in mind what my scribbled abbreviations meant (spoiler: I’d not, nor would the bookstore purchase again any of my books).

None of those analog strategies is scalable, moveable, searchable, or able to dealing with knowledge in any format—all important qualities within the type of second mind you want. Except you may have entry to a Pensieve, I suppose, a digital second mind is way and away the perfect and most pure alternative for many of us who sit in entrance of computer systems all day. Your second mind have to be: 

  • Scalable, so you’ll be able to seize and protect a nearly limitless quantity of knowledge.
  • Able to storing and organizing knowledge in numerous codecs, from pictures to movies to chunks of code.
  • Transportable, to allow fast seize and modifying of knowledge.
  • Searchable, so you’ll be able to simply pull up the data you want whenever you want it.

What platforms are builders utilizing as their second brains?

We’re awfully pleased with the truth that 90% of builders flip to Stack Overflow once they get caught, usually by way of a navigational question. (For instance, “how you can exit vim stack overflow” will take you to this query, considered 2.7 million instances and counting.) Typically, builders return to the identical query or reply commonly. Greater than 60% of normal Stack Overflow customers go to the identical query greater than as soon as in a three-month interval—so for those who’re pondering, “Didn’t I simply look this up?”, the reply might be sure. 

These findings reveal what number of builders depend on our public platform to serve a second-brain operate. Most builders are inundated with info: languages, libraries, frameworks, and instruments with their very own use instances, shortcuts, workarounds, and optimizations. Second brains tailor-made for builders’ wants assist us seize, set up, and floor data, lowering cognitive load whereas realizing extra worth from the data we’re uncovered to.

Different second-brain instruments builders favor embrace Notion (whose digital system is definitely referred to as Second Mind), Obsidian (which payments itself as a private second mind), Evernote, and Roam, simply to call a couple of.

What does our reliance on second brains reveal about how we expect and work?

Realizing that so many people depend on second brains, we puzzled what this dependence may inform us about human reminiscence and cognition, particularly on the subject of builders and the way they work. 

We want assist accessing data and recollections over time

In his 2001 e-book The Seven Sins of Reminiscence: How the Thoughts Forgets and Remembers, Harvard researcher Daniel Schacter defines seven “sins of reminiscence,” together with transience and absentmindedness, the 2 failings most related to us right here. 

Transience refers to recollections that merely don’t stick in our minds, or “the reducing accessibility of reminiscence over time,” in accordance with the American Psychological Affiliation. This often includes new info that you simply’re making an attempt to recollect, from an unfamiliar operate to the identify of that particular person you had been simply launched to.

Absentmindedness refers to “lapses of consideration and forgetting to do issues,” per the APA. “This sin operates each when a reminiscence is fashioned (the encoding stage) and when a reminiscence is accessed (the retrieval stage).” Basic examples of absentmindedness: forgetting the place you left your telephone, by chance throwing away half a billion in Bitcoin, or leaving your $3.5 million cello at the back of a cab.

A second mind helps us overcome transience and absentmindedness by permitting us to categorize, search, and retrieve info and experiences. Ideally, a second mind empowers you to work “extra successfully within the second,” writes Tiago Forte: “You possibly can spin up and full your initiatives far sooner since you’re beginning with a set of helpful materials and reusing work you’ve already carried out as a substitute of a clean web page.”

We’re overloaded with info…

As we’ve beforehand lined, there’s a robust correlation between how a lot consideration we give one thing and our potential to recollect it later. Each transience and absentmindedness are exacerbated once we’re unable to focus, and continual multitasking may cause us to carry out worse on easy reminiscence and cognition checks, in accordance with a examine from the Stanford Reminiscence Laboratory. Issues get even more durable for folks experiencing important stress and anxiousness at work, whether or not these emotions stem from scientific anxiousness or knowledgeable tradition of looming deadlines, unsupportive managers, and unrealistic expectations. 

Most builders encounter fixed, overlapping distractions: pings from chat and e-mail packages, pressing tickets, the necessity to write code whereas becoming a member of calls and making ready for different conferences. In such a loud surroundings, it’s no surprise that issues slip your thoughts. Data overload results in info exhaustion: We’re uncovered to a lot info daily that we merely can’t take in and bear in mind all of it with out an help from expertise. For those who’ll pardon the plug, for this reason firms like Microsoft, Dropbox, and Elastic use Stack Overflow for Groups as an organization-wide second mind, to ease the cognitive burden of fixed context-switching and to handle collective data.

…however we don’t wish to miss something

Whereas most of us are all-too-aware of our info exhaustion, it’s nonetheless a precedence for us to soak up and retain as a lot info as doable, particularly as we transfer from undertaking to undertaking or job to job. However that’s a lot simpler mentioned than accomplished. Builders face a proliferation of programming languages, frameworks, libraries, and instruments, all of which have numerous, sometimes-overlapping purposes, finest practices, frequent pitfalls, and so forth. No surprise some really feel there’s merely an excessive amount of to study.

A second mind permits us to scale back noise and handle info overload with out worrying that scraps of invaluable data will slip by the cracks whereas we’ve 800 completely different psychological tabs open. “By outsourcing the job of remembering to an exterior instrument,” writes Forte, “we achieve the peace of thoughts of realizing precisely what to do with every bit of incoming info and the boldness that it’ll by no means be forgotten.”

Matt Kiernander factors out {that a} second mind is enormously useful for retaining the data you’ll want for repeatable duties. If, like Matt, you end up Googling how you can arrange PATH variables in your command line each time you arrange a brand new surroundings, or making an attempt to recollect the predefined checklist of instruments and npm packages you could set up, offloading that info to a second mind may prevent hours of time and didn’t-I-used-to-know-this frustration.

Second brains additionally will let you make the data you purchase as you progress between jobs and initiatives moveable, so that you could convey info like helpful code snippets with you in your skilled journey. The identical goes for utilizing your second mind to doc the academic assets you encounter as you study completely different applied sciences, languages, and programs.

The finest builders are continually studying: reskilling and upskilling, mastering new programs, including further languages and applied sciences to their repertoires. As a substitute of knowledge going in a single ear and out the opposite, a second mind “helps you’re taking management of your individual studying,” says Forte, curating your learnings in a searchable format you’ll be able to return to anytime you could.  

Innovation is rooted in data

When you’ll be able to entry info out of your private data retailer whenever you want it, you’ll be able to apply that wealth of expertise to new abilities and new initiatives. The concept is to encompass your self with context-rich associations and priceless nuggets of perception and problem-solving that you simply’ve collected and saved over time—the contents of your thoughts palace. The worth of a second mind goes approach past reminding you (as soon as once more) how you can exit Vim or how a lot brown sugar your favourite cookies name for. It’s about making your learnings, insights, and experiences accessible and actionable as you navigate your skilled journey.

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