Tata

🇱🇦

[Tata @im2basic]

@MATTSMATTED $QQQ

[Movez @0xMovez]

Ex-Google engineer explained AI agent loops, harness, evals in 20 minutes - better than 500$ courses.

trace every run → judge it with an LLM → diagnose → fix → ship.

That loop is how agents self-improve over time.

Agent loops + memory + harness + evals - thats the stack.

Watch it, then save the framework below.

[shirish @shiri_shh]

Figma CEO watching 14 years of work get cooked by one tweet 😭

[Om Patel @om_patel5]

SOMEONE TURNED THE VIRAL "TEACH CLAUDE TO TALK LIKE A CAVEMAN TO SAVE TOKENS" STRATEGY INTO AN ACTUAL CLAUDE CODE SKILL

one-line install and it cuts ~75% of tokens while keeping full technical accuracy

they even benchmarked it with real token counts from the API:

> explain React re-render bug: 1180 tokens → 159 tokens (87% saved)
> fix auth middleware: 704 → 121 (83% saved)
> set up PostgreSQL connection pool: 2347 → 380 (84% saved)
> implement React error boundary: 3454 → 456 (87% saved)
> debug PostgreSQL race condition: 1200 → 232 (81% saved)

average across 10 tasks: 65% savings. range is 22-87% depending on the task.

three intensity levels:

> lite: drops filler, keeps grammar. professional but no fluff
> full: drops articles, fragments, full grunt mode
> ultra: maximum compression. telegraphic. abbreviates everything

works as a skill for Claude Code and a plugin for Codex.

this is PEAK

[damla @dmlaaajrz]

I love Japanese women
#아사 #ASA #ENAMIASA #アサ

[Tata @im2basic]

@betbigben Yesssir

[Tata @im2basic]

@WeezyProps Good thing I faded the taco 😅

[Tata @im2basic]

@PrizePicks 2024 LeBron era #PrizePicks

[Tata @im2basic]

@PrizePicks 2024 LeBron

[PrizePicks @PrizePicks]

1 POINT = 50 FREE LINEUPS 👑🐐

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🤝 Follow @prizepicks
👍 Like + RT this post
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[Tata @im2basic]

@betbigben This is tough

[Tata @im2basic]

@PrizePicks Yessirr

[PrizePicks @PrizePicks]

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[ckmpicks @ckmpicks]

Free play of the day

were taking Desmond Bane to hit 10+ points

Lets see if we can keep sun running
#fandual #parlay #parlaywin #nba #GamblingX

[ckmpicks @ckmpicks]

2 leg builder ( -120 )
📷Jalen Johnson o11.5 RA
Trae Young o17.5 Points

Recommend 1.2u

-TailingTommy
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[ckmpicks @ckmpicks]

4 Leg SGP ( +270 w/ Profit Boost 📷 )

Recommend .5u

Mikal Bridges 2+ Threes
Trae Young 2+ Threes
Josh Hart 4+ Assists
Dyson Daniels 4+ Rebounds

-TailingTommy
#sportbetting #fandual #fanduallock #parlaybuilder #parlay #nba #nbabets #GamblingX

[Tata @im2basic]

@RickkSolana CmLqaUdhE6wguueicgCjrsWSwWK7i43V7wWgWq8Mo63K

[Tata @im2basic]

@RickkSolana CmLqaUdhE6wguueicgCjrsWSwWK7i43V7wWgWq8Mo63K

[Tata @im2basic]

@PrizePicks Lfggg #PrizePicksMilly