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As the 'sarah' for an org I'm golden handcuffed to, avoid becoming the 'sarah' at all costs it will cost you so much in your career. I am a founding engineer self-taught from it/software security to full stack dev, and I pushed so we aimed to higher better engineers than myself. When they came in it was a full rewrite, a new abstraction and going down the same paths I learned the hard way not to go down. I was pushed out of enforcing hard-earned business logic, and we are still paying for it. Everywhere from not accepting the inherent complexity of the problem and over simplifying software to trying to get same features we had from 3 years ago. This then has made me the scapegoat for why the new engineers made xyz decision, and was the one in charge of fixing the shortcuts, bugs and workarounds. I have received promotions for this to be in charge of the veterans that didn't listen to me, whom still don't until it's a fire drill. Joke among colleges is I was the first 'agent' our company had, endless work, just enough authority to do current task, not enough respect/authority to solve the symptom. I understand this is also a failure of my office politics and am improving, however its hard to balance blunt productivity, slow careful positioning and letting people struggle with items I don't recommend until circle back.

> founding engineer self-taught

This is such a toxic combination, becuse it requires significant people skills to get out of the "the kid who learned everything here and is grateful for it" and get proper respect as a professional. At some point the only option is changing jobs. I've seen companies matching your offer, finally realizing you actually have value in the market, but don't count on that, don't bluff.

I too ended up as the "go to guy", partly because I had a lot of enthusiamsm for my new job, and partly because the talent pool there wasn't very deep (or maybe they were smarter than me). It's fulfilling until it becomes unrewarding, I had to move on after almost 5 years. Still did consulting for them ocassionally for a couple more years.


That feels more familiar than I'd care to admit - definitely been there, done that. I think what most fail to realize is that it eventually turns into a ball and chain, decreasing your mobility within the organization. So the consequences of running an org on tribal knowledge and Sarahs is far worse, and direct, than that it won't work very well with agents.

I am Sarah, and it has been incredibly profitable for me: good ratings, promotions up to director-level IC, extra retention RSU grants.

If you have golden handcuffs and multiple promotions out of being Sarah, what is it costing you?


Author here.

That sounds exhausting to say the least.

It’s very easy to turn into the Sarah - or the Brent if you prefer the Phoenix Project analogy. As exciting as it might initially be to be the go-to person, it’s also, as you so elegantly put it, “endless work, just enough authority to do current task, not enough respect/authority to solve the symptom”.

Best wishes! I hope you manage to turn it around.


Much appreciated! Thanks for the blog around ADR, I didn't know there was a full ecosystem for the approach and the AI tie in will help me sell the process

So there has been increasing issues form the github side for the past year and I believe they also just lost alot of customer/user data on top of several critical vulnribilities and bugs in base service and in actions.

My POV: Github actions are inconsistent in billing, security and require alot of attention to do right. Github has worse uptime than alot of free online videogame services, when most enterprise and business world leans on it for developers. Leaving a lot of users with terrible experience the past year having to constantly examine github firefighting for issues around availability, security, and billing instead of doing work that makes the company/people money.

Example walk through of securing github actions for ci/cd and managing SBOM python dependancy/supply chains (giant complexity) [1], Github has remote code execution[2], Uptime by 3rd party tracker shows 86% past 90 days. (First quarter in 2 years where they didn't have atleast one month above 90% uptime) [3]

[1] https://astral.sh/blog/open-source-security-at-astral [2] https://www.wiz.io/blog/github-rce-vulnerability-cve-2026-38... [3] https://mrshu.github.io/github-statuses/


Many studies show with in ~10% female ranges of ability , but, having more fast twitch muscle fiber and bone mass from male puberty if they went through it. Bone mass does eventually drop to female levels but over decades not years so athletes would likely be out of athletic prime before that happens. Studies showing more dramatic results that stand out in my memory that lean toward transwomen outperforming transwomen are studies done on military veterans comparing to general population metrics of muscle mass for athletic activity levels also done with a very low population count I believe they only looked at under 300 trans women. Regardless we need more research, but there are a comically small amount of trans athletes seeking professional level sports, like I think <20 for all college level for instance.

Anecdotally, I found as a deskjob, pilates and casual weight lifting trans woman, I lost dramatic amount of strength and muscle mass. 20 pounds now feels like 50 pounds did for myself pre-transition. I usually participate with women and the instructor/personal helps with modifications usually aimed at women just getting into fitness. Running joke amongst friends is how easily I am outperformed by my female friends at the gym/pilates/etc. However, that's since my body is low testosterone even for females, its checked twice a year because of it, normally It's once a year for most trans people. Other friends retained a lot of their strength, but are mechanics, so its really situational in my opinion, and its a super hard and interesting topic of research because of it


Well, trans women given current regulations that allowed competition with cis women, would have had to be on hormone replacement therapy for 3-5 years depending on the sport. So the data and context does matter, because the intuitive conclusion you came to isn't touching a dataset to find the rooted-in-reality conclusion. The question is 'is a male with a female hormone balance for over X period time with in a fair difference in biological function to females.'. Which is a complex question, since so many things are at play. How much does fast twitch muscle fiber is retained? How much does that even matter for the sport in question?(ballet vs sprinting) Did they go through male puberty? Where are they working out to retain their muscle mass through their 3-5 year transition period and not losing any of their originally gained muscle? What would it look like if they intentionally lost the muscle mass and then retrained it back?

I find those to be fascinating questions, the later we have little research on, currently, and it could enlighten so much more of exercise science especially for cis athletes as well.


I feel like the regular weight loss group was? Since it isn't necessarily rocket science for having mostly men stay in an easily determinable caloric deficit to lose weight. (Women have usually would be harder due to more conditions and hormone interactions that make finding a TDEE not as simple.)


Someone with quotas


Big fan of this push back, because there are alot of projects that have that smell over engineering with the wrong base. (especially with vibecoding now) Thought there are use cases where some have lots of medium-sized data divided up. For compliance, I have a lot of reporting data split such that duckdb instances running in separate processes work amazing for us especially with lower complexity to other compute engines in that environment. If I wanted to move everything into somewhere a clickhouse/trino/databrick/etc would work well the compliance complexity skyrockets and makes it so we have to have perfect configs and tons of extra time invested to get the same devex


I think articles like this need the pre-amble/framing of accommodations given to neurodivergent individuals come with benefits that are not, otherwise, intuitive to those without that 'flavour' of neurodivregance.


Thanks! These look like great resources for me to get digging into


Weird how they keep making it the coolest thing that I won't buy


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