The first step

is admitting you have a problem; so with that in mind:

Hi. My name’s Jeff, I maintain several OSS projects you may be familiar with1, and I’m burned out.

I lie awake at night, unable to sleep, crippled by guilt. During the day, it’s anxiety and fear that cripple instead, making the thought of facing the issue tracker unbearable.

Development on my projects has slowed far more than I ever intended, and while I have excuses2, push has clearly come to shove. Something must change.



Tue, Dec 18, 2018 | personal

Leaving one opportunity…

The last couple months, I’ve been on the job market; my previous employer, mLab, was acquired by MongoDB and there wasn’t a good role for a full-time Pythonista with my particular open source baggage on the other side of that transition.

mLab was a great place to work and (per my 2016 post) a staunch supporter of my OSS, both re: time on the clock and real-world use cases. Fabric 2 might not have seen the light of day otherwise!

I’ve been absolutely #blessed with a deluge of job leads big and small, far and wide; the process has been exhausting, but also invaluable both for connections and gauging the state of the industry. (Actually industries, plural – not just tech, but finance, healthcare, rocketry and more!)

…and joining another

As of today, I’ve accepted an offer to join a high-frequency trading company called Jump Trading, out of their New York City office. I’ll start in early February.


Sat, Dec 15, 2018 | maintainership, paramiko
Intro When it comes to software maintenance tradeoffs, most of what I laid out in “The why & when of software releases” remains accurate. An ‘iron triangle’ exists between speed, stability, and ease of maintenance – it’s impossible to prioritize all three. I historically prioritize stability, specifically via bugfix-oriented release branches – users can stick to a given minor version even after subsequent feature releases appear, with the implied contract that they can install updates from those branches without anything breaking. But as I’ve burnt out, I lean more towards ease of maintenance (at least when push comes to shove) though I still do my best to backport fixes anytime it’s easy enough. Today’s post is about a specific conflict between stability and ease of maintenace, as seen in my efforts to drop Python 2.6 and 3.3 support from Paramiko. That is not dead which can be eternally supported Paramiko 2.0 came out in spring 2016, heralding a switch of crypto backend from PyCrypto to Cryptography (though no API incompatibilities were introduced). At the time, my commitment to Python 2.6 was still firm, despite slowly decreasing support elsewhere. By late 2017, the combination of a vastly shrunken 2.6 user pool and similarly decreased ecosystem support (in Cryptography especially) finally prompted me to drop it too, in Paramiko 2.

Fri, Jun 29, 2018 | applications, documentation, personal, reviews
This is a quick review of Bear Writer, a popular note-taking application that I tried out a few weeks ago. A much larger and more detailed post about my overall quest for a note-taking solution (I have very picky, perhaps contradictory requirements) is forthcoming! The good Bear is a beautiful set of applications. Attractive without being ostentatious or getting in the way, pretty quick/slick to use, desktop and mobile apps clearly resemble each other, etc. It uses the relatively common “show raw Markdown text, styled accordingly” (e.g. text within asterisks still shows the asterisks, but is also bolded) approach which works quite well most of the time – with most exceptions being endemic to the approach itself and not Bear’s implementation. Checklist support is better than in some similar apps, including good keyboard shortcuts, an attractive strike-thru of checked list items, and optional ‘folding’/hiding; though see the next section for a bunch of pitfalls with this feature area. Organization is effected through tags (including nesting via forward-slashes in the tag names) and it feels simple yet powerful. Attention to detail is clear; for example, creating a new note while filtering by a given tag automatically tags the new note with that tag.

Wed, May 9, 2018 | announcements, fabric, invoke

It took (much) longer than anticipated, for a number of reasons, and like any good .0 release it’ll take a few minor releases to really get up to speed – but it’s here! Fabric 2.0.0 is now out on PyPI, along with the project that does much of the heavy lifting, Invoke 1.0.0.

Please see the upgrade documentation for the gory details, and if you like, read on for some non-instructive reflection on the occasion.


Sat, Jul 1, 2017 | personal

It’s been brought to my attention that I screwed up the RSS/Atom feed for this site during last year’s redesign - in a couple of ways! Thus, most feed readers haven’t picked up on new posts.


Mon, Apr 17, 2017 | announcements, fabric, invoke

Opening remarks

This has been a hard blog post to write; not in a technical sense (though blogging always is - it’s why I don’t do more of it!) but simply because Fabric 2 has been “coming soon” for what feels like ages, and putting it out in the open turns out to involve a lot of emotions.

But here we are: Fabric 2 is no longer private!


Mon, Apr 17, 2017 | personal, reviews

Along with some general site maintenance in preparation for another big announcement (!), I wanted to note that I’ve started a ‘reviews’ section of the site’s static content. Mostly to port over something that had lived in my private vimwiki and that I’d been exporting as a Github gist; content living in a gist always feels dirty to me, especially when I have an ostensibly easy to use website…