Beyond (Data) Contracts: A Response to Benn Stancil

September 23, 2022 § Leave a comment

This essay by Benn Stancil provoked me so deeply my intended “comment” evolved into a full-fledged blog post:

Fine, let’s talk about data contracts

Benn’s “rant” feels profound on so many levels, especially if I can assume he’s captured the zeitgeist of our industry as accurately as he usually does.

My first observation is that he seem to (wisely!) invert Postel’s Law for data: be strict in what you accept, and generous in what you emit. The profound truth here is that we cannot control other people. We can only honestly and gracefully fail, if we are not getting what we need to succeed.

We can only honestly and gracefully fail, if we are not getting what we need to succeed.

I can’t help but wonder how much of the energy around “data contracts” is the desire to avoid facing exactly that reality.

Next, the corollary to this is something I literally wrote last night in an internal planning document: “transparency is more important than compliance”. The context is that don’t want employees worried about “appearing” to reach nominal goals. I want them to be ruthlessly honest with us about the true risks to delivering genuine impact.

“Transparency is more important than Compliance”

Third, the profound implications of this is that we must shift power from centralized hierarchies to decentralized networks. We have to stop chasing Xanadu — the mythical demo of reliable hyperlinks — and embrace the chaotic generativity of the World Wide Web. That is the only kind of system that ever truly scales.

Shift power from centralized hierarchies to decentralized networks

Finally, Benn is right that it is foolish to replace a technical problem with a human problem. But I fear you can never avoid the human problem, only squish it somewhere else. The challenge is finding the “right” human problem to solve, so the rest of the system can support that as efficiently as possible.

Finding the “right” human problem to solve, so the rest of the system can support that as efficiently as possible.

I think Benn is calling for pipelines to “fail quickly” when it is better for consumers to get explicitly old data versus implicitly wrong data. But that implies non-fatal errors must be communicated transparently yet efficiently throughout the stack.

This is literally impossible (née Masnick), but I believe it is THE human problem that must be addressed — even if we can never solve it! Once we embrace that ugly truth, we can devote all of our effort to doing the best we can technically, while giving each other grace to recognize our human limits.

That’s a contract I’m willing to sign up for. How about you?

Being Human: A Curriculum

September 21, 2021 § Leave a comment

Reframing spirituality as the culturally-neutral, teachable practice of becoming more human, as expressed in:

  • 3 Capabilities
  • 4 Attributes per Capability
    1. Prerequisite
    2. Task
    3. Technique
    4. Mindset
  • 12 Learning Outcomes

Inspired by the Minerva Baccalaureate, especially their focus on Content over Context.

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Transforming the Bay with Christ: A Platform Analysis

February 24, 2015 § 5 Comments

My series of four articles (plus a postscript) analyzing the regional spiritual renewal initiative Transforming the Bay with Christ:

  1. A Platform for Regional Transformation?
  2. From Platforms to Governance
  3. Trading Control for Authority
  4. The Process for Products
  5. TBC Postscript: A Missional Creed

TBC 1: A Platform for Regional Transformation?

February 4, 2015 § 5 Comments

[his is the first in a series of posts to help me clarify my thoughts about Transforming the Bay with Christ (TBC). The opinions expressed are my own, as of February 2015. They are based on very superficial observations, and will likely change as I learn more. Your assistance and feedback in that journey is appreciated!

Possibly the most exciting thing to happen to local Christianity in over a decade, Transforming the Bay with Christ is a coalition of business and church leaders who appear to be simultaneously pursuing:

  • Service to the community
  • Church growth and unity
  • Society-wide revival

When I first heard about it, I was rather conflicted. On the one hand, I am a big fan of “meta-church” movements that — unlike the parachurch movements of my younger years — seek to work through churches rather than alongside them. On the other, I have been in the technology industry long enough to have become cynical about grand alliances…

That said, I was deeply impressed by the character and caliber of the people I met and saw during the first meeting in September. There appears to be a deep commitment to humility and directly confronting the hard problems, rather than glossing over them. I particularly liked the focus on prayerful relationships, which I agree are the essential building blocks of any larger movement.

While TBC draws inspiration and leaders from city reaching movements in Portland and Boulder, the scope of what they are attempting here seems vastly greater:

  • Nine geographically and ethnically diverse counties
  • Multiple major anchor cities
  • A population of “Wealthy Influential Miserly Pagans”

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