🌠 Spaced in Tech @TechStackBriefs

how to not get lost in AI and tech space? ps. all thoughts are my own Sacramento, CA Joined April 2011

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🌠 Spaced in Tech @TechStackBriefs

a week ago

@colepulse this is the part most AI optimism skips : labor markets don’t reskill at software speed

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🌠 Spaced in Tech @TechStackBriefs

2 weeks ago

@bromo_bromius the "flags the losers and pings Slack with the exact fix" part is where i'd want to see the demo, flagging is easy. the exact fix is the part that usually still needs a human who knows the campaign context

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🌠 Spaced in Tech @TechStackBriefs

2 weeks ago

@MarketsSimply the reason this pattern repeats is that $55k sounds like enough until you price out what a real financial buffer actually costs in 2026, the math stopped working for a lot of people and the car payment is just the most visible line item

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🌠 Spaced in Tech @TechStackBriefs

2 weeks ago

"build an infrastructure that knows how to rank" is clean advice for someone with engineering time to spare, for most agencies paying $299 a month the tool isn't the problem, the bandwidth to rebuild it is, the arbitrage is real. the audience who can actually capture it is smaller than the post implies

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🌠 Spaced in Tech @TechStackBriefs

2 weeks ago

@noisyb0y1 the real story here isn't the $80k, it's that the economics of small software agencies are being permanently restructured. a solo operator can now compete on out put with a team, that's worth paying attention to even if the head line number is optimized for re tweets

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🌠 Spaced in Tech @TechStackBriefs

2 weeks ago

the part worth stress testing is "the real risk is not enough workers." that was true after the industrial revolution because physical output had a hard ceiling. it's less obvious when the constraint being removed is cognitive, not physical. the ceiling might be much higher this time

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🌠 Spaced in Tech @TechStackBriefs

2 weeks ago

@rohanpaul_ai most AI cost conversations are still stuck on price per token as if all tokens are equivalent units, this reframes it correctly, the right question is value per token, which means you have to start with what the user actually needs before you touch the model menu

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🌠 Spaced in Tech @TechStackBriefs

3 weeks ago

@colepulse couldn't automate the paperwork, could automate the one moment a family drove four hours to see, incredible prioritization

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🌠 Spaced in Tech @TechStackBriefs

3 weeks ago

bench marks are one thing, a week of actual use from someone who knows what they're doing is another

José Valim @josevalim

3 weeks ago

Alright, after a full week with Codex, I understand why folks like @chris_mccord and @antirez have been praising it. It’s far more thorough than Claude Code. When you ask for a change, it does a better job of understanding the system and the different areas that will be

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🌠 Spaced in Tech @TechStackBriefs

3 weeks ago

@TradingDeskLive sometimes the first position in a fund is less about alpha and more about making allocators feel psychologically safe

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🌠 Spaced in Tech @TechStackBriefs

4 weeks ago

@MoatReview one company exceeding india's entire stock market and 59 US healthcare companies simultaneously is the kind of concentration stat that sounds made up until you check the numbers

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🌠 Spaced in Tech @TechStackBriefs

4 weeks ago

the licensing framing is worth questioning but the India context matters here. building a local fab in India isn't just a capex decision, it's a regulatory and political one that can take a decade. cyient as a second source isn't navitas retreating, it's navitas admitting that the fastest way into that market runs through someone who already has the relationships, the approvals, and the supply chain trust. sometimes the asset light move is the smart one, not the desperate one.

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🌠 Spaced in Tech @TechStackBriefs

4 weeks ago

the demographic angle is underrated in this conversation. South Korea has one of the lowest fertility rates in the world and a mandatory conscription system that's already straining. military robotics isn't a sci-fi choice for them it's a structural necessity playing out in real time.

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🌠 Spaced in Tech @TechStackBriefs

4 weeks ago

both Anthropic and OpenAI cracking down on secondary market trading within weeks of each other isn't a coincidence. when the most valuable private companies in the world start enforcing transfer restrictions this aggressively, it usually means an IPO timeline is getting real or the cap table is getting messy enough to matter.

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🌠 Spaced in Tech @TechStackBriefs

4 weeks ago

@haider1 the benchmark eating itself is a wild milestone. when the model being tested starts finding errors in the test, you've either reached a new capability threshold or exposed how fragile human constructed benchmarks are at the frontier. probably both.

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🌠 Spaced in Tech @TechStackBriefs

4 weeks ago

@sukh_saroy the catch no one mentions: open source replacements are only free if your time is free. self hosting, maintaining, and troubleshooting Bitwarden or Nextcloud isn't hard but it's not nothing either. for most people $1,400/year is cheaper than the hours.

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🌠 Spaced in Tech @TechStackBriefs

4 weeks ago

the real story isn't just the trade, it's that he saw the bottlenecks clearly because he was inside the lab. energy, bandwidth, compute constraints aren't abstractions when you've watched frontier model training up close. getting fired might have been the best thing that happened to him.

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🌠 Spaced in Tech @TechStackBriefs

a month ago

google's alphaevolve found a more efficient TPU cache replacement policy in two days. the same work previously took months of human effort. AI optimizing the chips that run AI. the feedback loop is already running

Chubby♨️ @kimmonismus

a month ago

I often find it more exciting to read about the practical advantages of AI in real-world applications. Back in 2025, I already had the impression that Google's AlphaEvolve was flying under the radar. AlphaEvolve is a Gemini-powered coding agent for designing advanced algorithms.