Anthony Vincent Caracappa

[Anthony Vincent Caracappa @TacticalTechOps]

A startup asked the FCC to license a data center in orbit. To train AI.

Starcloud's filing, in its own words: "near-constant solar power, radiative cooling, and the ability to scale sizes and power levels not possible on earth."

https://t.co/Za7J5lx3Pr

[Anthony Vincent Caracappa @TacticalTechOps]

benchmarked 5 xAI models on 42K regulatory filings before committing to a batch run

reasoning models scored higher confidence but actually hallucinated structure in documents that had none.

for structured extraction: you don't need the model to think, you need it to parse.

[MERICA MEMED @Mericamemed]

Now we're talkin bout spread spectrum🔥

[Elon Musk @elonmusk]

People giving OpenClaw root access to their entire life

[Anthony Vincent Caracappa @TacticalTechOps]

trying to get that max util.

[Anthony Vincent Caracappa @TacticalTechOps]

Hot take: the space industry's AI trust problem isn't about catching fake filing numbers.

It's about catching fake narratives that connect real ones.

New post on The Downlink → https://t.co/LLQTKItLCv

[Anthony Vincent Caracappa @TacticalTechOps]

Pulling strong!

[Anthony Vincent Caracappa @TacticalTechOps]

That was fast.

[Anthony Vincent Caracappa @TacticalTechOps]

Thought swapping claude-code for opencode would be a drop in replacement, not so much.

[Anthony Vincent Caracappa @TacticalTechOps]

Cut my GitHub Actions multi-arch Docker build from ~17 min to ~3 min. ~6x faster.
The fix: stop using QEMU emulation. Build arm64 and amd64 natively in parallel, then stitch the manifest in 15 seconds.

[Anthony Vincent Caracappa @TacticalTechOps]

Reduced our test & build time from 21m 8s to 3m 23s—an 84% improvement. 🚀

Small optimizations across the pipeline compound fast. Docker layer caching, parallel test execution, and strategic dependency pruning made the difference.

Every minute saved is feedback velocity gained.

[Anthony Vincent Caracappa @TacticalTechOps]

@hatchet_dev pretty cool

[Anthony Vincent Caracappa @TacticalTechOps]

https://t.co/3Yea3KB7yD