Discover how people work with AI, and follow what changes. Explore their setups and share your own.
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I'm a reasonably heavy AI user, and have some custom skills/MCP servers I'd share, but there is no way in hell I'm connecting to some arbitrary MCP server and connecting my Github account to it. Noppppeeeee.
No Codex, Claude, or Pi... now you have peaked my interest with your setup :P
I'd highly advise people don't do this.
Solving hard problems will be the only thing that separates you from others. Your mindset and tools should be a trade secret at this point.
They have no understanding of (nor any desire to understand) what they're doing, but they are being given kudos by management for their "initiative" to solve the organization's "big problems." Guess who will be asked to clean up the mess if (when) it blows up.
It's getting cheaper and cheaper to kick the can down the road, and standing in front of that risks making you look like a dinosaur. It's going to be an interesting few years...
1. The value of software is tending towards nil while it's ever easier to tailor bespoke solutions.
That suggests to me that I'm losing less by sharing, and it's probably not even going to be taken wholesale and kept verbatim.
2. The labs have already trained on everything and will keep on doing so.
Therefore continuing to contribute to OSS doesn't just benefit my own future self but the entire ecosystem.
(Yes, I need to get over how it appears a select few are making off with the lion's share but that only differs in degree in comparison to the past)
At least now the cards are being shuffled elsewhere...
People might think I'm a dick, I don't care, my tools, my knowledge, my job security. I actually recently thought of nuking the entire IaC setup and go back to shell scripts on random virtual machines. Too bad that Claude can figure things like that out pretty easily. Well, the world sucks now.
Unless you are a solo founder running your own company by yourself (in which case ignore the rest of this comment!), then your fundamental job security is likely to be predicated on the survival of your company as well as the survival of your own individual job itself.
From the company-survival POV, all companies are engaged in competition (unless they have a total monopoly).
Therefore I ask you to consider the competitive scenario, of whether a competitor to your company who adopts a more collaborative culture, might be more likely to outcompete your company (assuming everyone you work with in your own company adopts a similarly "dick"-ish stance, to use your own words), and therefore you lose your job due to being out-competed, rather than due to internal politics or due to a failure to guard your personal expertise?
Maybe you say -- I don't care if my company is out-competed, I'll just get another job. Ok fair enough, but might it not be possible that, in a future job interview, they may ask you for examples of collaboration? And if you commit to a monk-like devotion to solitude and privacy, then maybe you are undercutting your own future hireability?
There are no free lunches [1]. By optimizing for one thing (what you view as protecting yourself), you might be sabotaging another dimension (your company's overall competitiveness, or your future hireability).
Anyway, nobody knows shit about shit. I certainly don't pretend to be an authority, but I would caution you to avoid coming to a hasty conclusion, especially since it seems emotions are involved and possibly clouding your judgement. You may also consider whether this decision to protect yourself in this way, is in itself a premature (micro?) optimization of a sort, and if whether you might be failing to optimize on a more macro level.
[1] https://en.wikipedia.org/wiki/No_such_thing_as_a_free_lunch
People might think I'm a dick, I don't care, my tools, my knowledge, my job security.
If you're feeling ponderous, I'd ask you to consider the outlandish hypothetical that this doesn't win you meaningful[1] job security, and you end up in the same bucket o' crabs as the rest of us. Would you regret your current actions?[1]: anywhere from the fathomable "my harness didn't come up in my layoff email nor in any of my failed interviews following that" to the realistic "the entire concept of employment shifted under our feet so quickly and so profoundly that a dash of solidarity & luck outweighed even the shrewdest preparations".
No thanks to sharing anything for free.
Maybe once I have retirement levels of money, and when I'm not actually working for the money, I'll be interested in sharing.
Or, in SVese: are you a taker or a maker?
query="$*"
base="Respond like Dr. House, do not hold back the profanities; "
I also have an even shorter alias for '?' using fabric that answers right in the same terminal, that I learned from Mischa Vandenburg: echo "$*" | fabric --model gemini-2.5-flash --pattern ask_ai
that one I use my own API key so it costs some small amount per use.WHAT IT DOES
OSS/MIT Harness that helps agentic tasks run for up to 4 days using without performance degradation. Designed to work really well in native, conversational voice mode. Does a good job with knowledge work, managing computer use “leases” in a way that avoids conflicts across sub agents.. or deploying an entire AWS infrastructure pattern from zero and launching 100 different VM images.
HOW IT DOES IT
Uses a canonical event ledger, heartbeat (for persistence by low cost orchestration), extends foundation memory to encrypted disk storage, and manages its own scheduling system (easier to switch to another platform).
Installs as a project, so very easily. Zero config. No special app, access needed.
Accompanying repos have the skills to disable approvals inherent to the foundation models (use with caution, not advised - separate repo under parent).
BENCHMARKS
Currently top of AssistantBench Leaderboard; and, benchmarked at the top of OS World 2.0, the hardest knowledge work computer use benchmark I could find, using a model that is one generation behind. All benchmarks in repos with cryptographic seals.
Entirely free, nothing to sell - it’s been a game changer for me, so I’m just putting it out there.
Hoping to find others also working on pushing this particular dimension of harnesses forward.
CHECK IT OUT
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