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In huge markets such as K-12, there's data everywhere. AI agents are simply not enough to prospect and outreach efficiently at scale.
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yo @thsottiaux codex is egregiously slow. Astra on 1.5x speed is insanely slow. If this is the new normal I am so out on OpenAI models.
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Replying to @vansickn
@thsottiaux dont even want a reset, just need my tasks to get done this century
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Seeking cracked data engineer please dm me
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in search of a cracked engineer. Must be in NYC or willing to come build here. Funded stealth startup. Dm me
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Astra actually really sucks right now what is going on, it's making very elementary searching mistakes that we haven't seen since ~2024
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Astra seems worse in ChatGPT work than in Codex. Anyone agree?
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Quickly my local mac is becoming a bottleneck for development speed. Worktrees cluttered everywhere, disk space problems, RAM not enough to keep up with the number of agents running.

Has anyone successfully done a Remote Development Environment or do I need to buy a better computer?
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I've noticed that Claude (in CC) will delegate tasks to sub-agents and not read the code or take responsibility for what bad decisions were produced. Sub-agents in this way feel worse than having claude directly build within the parent chat.

anyone else notice this
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Replying to @vansickn
While i'm complaining:

This subagent model (especially in CC) ends up with features that the parent agent has never even known about.

I'm arguing with a model that has never even seed or heard of the implementation it's defending. It's maddening!
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I know this is old news by this point but my experience on Codex is vastly better to that in Claude Code.

Opus 5 is just unusable and annoying to talk to, and Sol just churns out goals like it's nothing. Incredible software and what a remarkable turnaround.
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Opus 5 is historically bad. No hyperbole here its actually unusable for me.
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Replying to @vansickn
I have no idea what's going on but it cannot figure out very simple and basic tasks that I have been comfortably asking AI to do for > year.
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has anyone figured out how to stop refactoring regressions in agents? Potentially skill issue but every time I try and bring functionality from one place to another with an agent, it can never get it right / leaves something big out. Huge observability problem
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the last ~48 hours with codex has been a nightmare.
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Has anyone figured out how to manage db migrations while agents touch new features? have a jank-ass setup for this currently
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Replying to @vansickn
As in, multiple migrations happening simultaneously
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Replying to @vansickn
Thats why bellwork exists btw bellwork.ai
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For my ed-tech folks: Meet Bellwork.

Bellwork makes selling into the K-12 market effortless. Sign up, it'll ask you a few questions, and within minutes you'll have highly personalized outreach tailored to your product and market. Try it out
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Replying to @vansickn
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