That New Guy

him..

[That New Guy @NewGuy_001]

@Techriztm @PsychedeliaAcad @Kelvintalent_ @FundedNext Ws done

[Techriz💯📈 @Techriztm]

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[Davexy @_Davexy]

😭

[Davexy @_Davexy]

Nothing to see here, just 1300+ lines of testing edge cases cause why not 🙂☕

#go #golang #test #api #tech #dev #what

[Davexy @_Davexy]

"What happened between you and...."

[Davexy @_Davexy]

Are we what we do with time or are we what time does to us

[Davexy @_Davexy]

“System prompt + sandbox” isn’t enough. That’s basically the model policing itself. And a sandbox is useful, but it’s containment, not authorization.

I’d put a deterministic policy layer between the planner and executor that checks every action before it runs: what it wants to do,
what resource it’s touching,
what parameters it’s using,
and whether it’s actually allowed.

The executor should have the least privileges possible, and anything high-impact or irreversible should require human approval.

Also let me add that the policy engine should validate the actual action, not just ask another LLM, “Is this safe?” Otherwise, you’ve just moved the trust problem to another model. The sandbox is still valuable as another layer of defense. Just design the system assuming that any one layer can eventually fail.

In conclusion, The model should be able to propose what to do. It shouldn’t be the thing that decides whether it’s allowed to do it.

DavexyTech🔥✍🏾

[Davexy @_Davexy]

#Golang
Spent the last two days building a rate limiter for one of my Go backends for a project I'm working on .
Went from "just INCR a counter" to a full token bucket implementation running atomically in Redis.
Thread on what I learned, including a bug that would've silently leaked memory in prod 🧵

[That New Guy @NewGuy_001]

@_Davexy Exposes those vague criticism takes

[Davexy @_Davexy]

"as opposed to what " is such a top tier response to BS takes

[The Inner Circle Trader @I_Am_The_ICT]

The 2025 Model In Simple Terms:

Determine a short term session\Day bias.

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Frame intraday Price Runs from one Algorithmic Gap to an opposing Short Term Swing for Liquidity or Gap.

Macro times are optimal timing criteria but Price Runs inside the bias that began on a Macro can still be utilized.

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[The Inner Circle Trader @I_Am_The_ICT]

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[That New Guy @NewGuy_001]

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[Dan Cheung @wannabechamp]

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[That New Guy @NewGuy_001]

@Adam_Aabaad @AlphaCapitalUK @AlphaStats1 @_Davexy

[Bulls For Profit @BullsForProfit]

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