Philo Groves
2.6K posts
Philo Groves
@PhiloGroves
Philo (fai·low). Data Architect & Software Engineer. Good vibes only. No politics.
Maryland, USA Katılım Eylül 2025
102 Takip Edilen11.2K Takipçiler
Pi is the powerhouse of the cell
Pi@pidotdev
Pi's minimal system prompt lets you do actual context engineering. Control what goes into the context window - AGENTS.md: loads from ~/.pi/agent/ - SYSTEM.md: Replace/append the default system prompt - Compaction: auto-summarizes before context limit - Skills: loaded on-demand
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@vokaysh I thought so until they essentially admitted they can't protect themselves against Chrome exploit chains.
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@PhiloGroves Google has a conflict of interest with you having access to their best stuff
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Google not having a top cyber agent despite a strong early lead with Project Zero should be studied. One of the first companies to publish papers on security research with LLMs, but there isn’t a single product of note.
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@badlogicgames @pidotdev i followed, dont spend it all in one place
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weekly reminder to follow @pidotdev or gramps will be sad.
i get €0.002 per follow. it's my only income. please think of my family.
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@S1r1u5_ Similarities between the fields are uncanny. My cyber agent could be a drop-in replacement for a math agent. Amazing how much of human work is solving an open problem then verifying it.
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security research and math research community is crashing out on same day
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@charliermarsh If you told me there was a CycleAwarePinnedBufferRemappingFactory in Spring Boot, I wouldn’t be surprised at all.
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If you see GPT invent a technical term like cycle aware pinned buffer remapping, it didn’t make it up. I did. I added it to post-training suite.
tetsuo.mlir@tetsuo_cpp
I noticed that GPT models like to invent their own jargon when describing some concept in a codebase. Out of nowhere it’ll drop these super dense wordy terms like “cycle aware pinned buffer remapping” as if I’m supposed to know what that’s referring to.
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Philo Groves retweetledi
Good agent memory recycles the same structures at session, module, and project levels.
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In the age of AI, you can completely forget about a 43,000 loc change for several weeks
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Really sad when someone delegates everything online to AI: photos, content, comments... like I don't even know that person anymore, at least not online. Oddly close to catfishing, not quite the word though.
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Philo Groves retweetledi
GPT-5.6 Sol sets a new state of the art in cybersecurity on “The Last Ones” cyber range.
We’re already seeing that capability translate into defensive outcomes: helping teams find, validate, and fix vulnerabilities in real-world code.
Put it to work with Codex Security: #desktop-codex" target="_blank" rel="nofollow noopener">openai.com/daybreak/codex…
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@uglybyte @rezoundous That’s wild, did you have concurrent sessions?
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@PhiloGroves @rezoundous I burned through it in about -18 hours yesterday
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Philo Groves retweetledi
Do you even pokemon bro? I'm doing some harness/benchmark development, here GPT5.6 finds a short path to trigger a deterministic invalid-species fallback in pokemon red using a WRAM type confusion -> integer underflow -> pokedex oob r/w 🕶️
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Mud bogging was fun to watch! And got my funnel cake.
Philo Groves@PhiloGroves
I want to eat funnel cake and watch a demolition derby.
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