Sam Saccone

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[Sam Saccone @samccone]

@kenwheeler Can confirm. I would give them a solid five out of ten and would recommend.

[Sam Saccone @samccone]

@SlexAxton super disappointed with https://t.co/YXNmTU65HA

[Sam Saccone @samccone]

@rauchg 🧑‍🍳

[Sam Saccone @samccone]

@just_be_dev Shared mutable agent trajectories will be a major trend over the next six months

[Sam Saccone @samccone]

@kartikb753 The issue ends up being that eventually, after you've loaded enough skills, your conversation will max out

[Sam Saccone @samccone]

When harnesses compact conversations, skills fade.

Worse: echoes of their existence actively harm subsequent recall.

It turns out harness compaction choices and skill loading instructions combined make or break whether skills are lost or refreshed.

https://t.co/BYMMqCBouO

[Sam Saccone @samccone]

@patchwanders Yes, the echoes make it think that it already knows how to use it, which thus on the lower tier models prevents reloading

[Sam Saccone @samccone]

@KeithZhai @Paul_Kinlan The semi-fixed wait time that's only forcefully terminated at process exit

Humans can consume incrementally, but agents cannot (based on the harnesses that are controlling them).

[Sam Saccone @samccone]

@mbleigh You literally read my mind, 🤣 I think harnesses need to start embracing local inference to enable "instant" reactions

[Sam Saccone @samccone]

Your AI coding agent isn't slowed down by inference time alone, but by harness assumptions that treat process exit as the prerequisite for tool output consumption

In https://t.co/WFWGrPvNCq I explore Time to Awareness (TTA) and a path forward to unblock harnesses running human-centric CLIs to accelerate the agent iteration loop.

[Sam Saccone @samccone]

@sujiteeeey Agreed, my meta point though is that actionable data can be emitted prior to done, and right now all the harnesses more or less simply ignore this fact

[Sam Saccone @samccone]

@MochibunnyQ I think because inference is not free, there has to be a set of trade-offs or a way for tools to hint

[Sam Saccone @samccone]

@gkurttech @MiTypeScript @vercel @v0 @tailwindcss That might cascade though

[AIfredo 0rtega @ortegaalfredo]

Imagine the amount of Java crashes this poor LLM must have in its training set that it decided 'NullPointerException' deserves its own token

[Sam Saccone @samccone]

Work no longer being proof of work is reshaping what it means to learn and what is value.

Verbiage around "slop" fundamentally stems from the new divide - The work to verify now often greatly exceeds the work to produce.

What once was a teaching moment becomes a meat proxy experience.

[Anne Barela @anne_engineer]

Oh no, yet another RS-232 pinout diagram 🙄

[Sam Saccone @samccone]

@IndieGameJoe @cramforce I did not know you were getting a biopic video game made.

[Sam Saccone @samccone]

@cpjolicoeur Deep space wookie

[Sam Saccone @samccone]

Verification - the final frontier