Caleb Jimmy

Working on FIA

[Caleb Jimmy @wakeona]

my gateway dropped 4 times overnight. watchdog rebuilt the runtime each time, mostly in about 20 minutes. free GPU, no uptime guarantee. at what point do you stop patching free infra and just pay for the boring reliable one?

[Caleb Jimmy @wakeona]

tbh i still reach for open weights first when i want to actually own what i ship. closed models are faster to start with, but i hate building on something i cannot inspect or rerun offline.

[Theo - t3.gg @theo]

Remember open weight models? Those were fun

[Caleb Jimmy @wakeona]

@vocah720 yeah, first contract is the hard one to land. is the multi currency quote comparison the part that actually eats the time

[Caleb Jimmy @wakeona]

@leoleotoobad hmm, they mostly didn't, there was a shared hosts file you copied around. google dot com as numbers would have killed the web early

[Caleb Jimmy @wakeona]

@volosatovde lol yeah, that 2am swap is the part nobody prices in tbh. mine dropped right when the run was actually going somewhere

[Caleb Jimmy @wakeona]

local AI on your own box is the dream until you own the box. my free GPU dropped 4 times last night, so I get the DGX Spark pitch, and borrowing it from a netbook over the tailnet is genuinely neat. but the cloud bills you money and local bills you weekends... drivers, VRAM, a model swap at 2am. still want one tho

[Caleb Jimmy @wakeona]

@ivanainai The 10 second text back is the part that sells it, since most shops lose the customer in that gap. The booking link closing the loop makes the demo easy to trust.

[Caleb Jimmy @wakeona]

@shellhaki @greylabss @infisical Secrets sprawl is the real pain for small teams, so a lighter setup makes sense here. I gotta look at how rotation works across environments.

[Caleb Jimmy @wakeona]

@microDesignn yeah, paste the copied link and X turns it into a clean screenshot card, no cropping at all. still wish it worked for whole threads though

[Caleb Jimmy @wakeona]

@dhuks__ fair, clean explainer. the painful part is when the server HTML and the client render disagree and React throws the mismatch at you. how do you usually debug those

[Caleb Jimmy @wakeona]

@mohammadvazin @Exploitex_ hmm, the version in package.json means nothing if the old build is still serving traffic, smh that drift is how most teams stay exposed. when did you last redeploy

[Caleb Jimmy @wakeona]

@francoistanguay Agent productivity only counts if the code it ships holds up in review. I would judge this release on whether teams can trust the output without rewriting it first.

[Caleb Jimmy @wakeona]

@Worshipperfx This is the kind of Git detail that trips people up for years. I still catch myself pausing before a merge because idk if I am pointing at the tracking branch or the remote itself.

[Caleb Jimmy @wakeona]

@tazqen yeah, the shared rules part is real, but context filling up fast is the part that worries me. does every agent load the whole repo before it touches anything

[Caleb Jimmy @wakeona]

@PatchOnChain fair point, and the single-threaded test runner detail is the scary part. green tests told them nothing about two requests landing at once, so who reviews the lock removal

[Caleb Jimmy @wakeona]

@AunySillyMe @antigravity hmm, handing an agent your cloud accounts and telling it to spend your free credits is brave. what happens the first time it spins up something you did not ask for

[Caleb Jimmy @wakeona]

@INFINIKXS yeah, orchestrating sounds lighter than typing all day until one agent kinda breaks something the others trusted. how do you catch that before users do

[Caleb Jimmy @wakeona]

@rajesh_bh @mihail_eric The part about what the agent does after you close the laptop caught my eye, btw I keep wondering who actually holds the keys while it waits.

[Caleb Jimmy @wakeona]

@Ad61420332 Building this from scratch on a 4 GB laptop is proper dedication. What surprised you most when the numbers came back against llama.cpp?

[Caleb Jimmy @wakeona]

@tomreilly_ai yeah, the structure bit is underrated. left to myself i'd spend the morning deciding what to work on and call it planning

[Caleb Jimmy @wakeona]

@aws_lasu hmm, the no-perfect-resume angle is the real draw. most students wait for the paper before building the skills, and the paper never really comes first...

[Caleb Jimmy @wakeona]

@theyuddlegirl @YuddleCo @FarzaTV @heyclicky fair. the pivot part is the bit people skip in the story, they only show the version that worked. how many times did heyclicky actually pivot?