Readone

Agents Remember Git-verified records for what your coding agents know. A control plane for what they do. Keeps their memory correct, current, and safe to act on as the code moves, captures what code can't say on its own, and gates what agents are allowed to do. Retrieves by path, semantic search, and relationship (code-graph). -- Link in comment Core Features It turns local invariants, naming rules, migration scars, cross-repo contracts, and "this looks safe but is not" facts into versioned Markdown beside the code, checks that memory against Git before use, and updates it only after approved work lands. The markdowns are very similar to Googles new Open Knowledge Format (OKF) but not exact as they predate it. But I plan to adjust them to it. here is how the 1-to-1 pathing looks: src/orchestrator/core_editor.py ar-memory/onboarding/src/orchestrator/core_editor.py.md Path-addressed memory: A source file's note lives at a deterministic mirror path, so an agent holding a file can reach the right context without search, ranking, or guesswork. Git-proven freshness: File notes, route overviews, and entity catalogs are drift-checked against source commits, route scopes, or deterministic fingerprints before they are trusted. Search that finds, not decides: Optional semantic memory and code-graph providers help locate relevant files, callers, dependencies, and concepts, but verified Markdown and source code remain the truth. Memory that lands with code: External memory repos use a memory.md ledger, isolated dual worktrees, preview/apply closeout, and all-or-nothing integration so code and memory stay synchronized. Repo-owned agent behavior: Each memory repo carries system/ files for path rules, tools, coding guidelines, documentation sources, branch policy, and reporting shape, so the same project rules load across harnesses. Harness-ready first run: Starter packages for Claude Code, Codex, Cursor, Antigravity, VS Code Copilot, Hermes, Pi, and OpenClaw carry the native MCP, skills, hooks, rules, and instruction files each harness needs.

@MayLovesyouSFW He got his squad of professional gooners. So why is he complaining?

lvl 1 crooks vs lvl 100 mafia boss 🚬 (1/2)

@testerlabor This is a nice visual by the way. Made by Grok?

Grok 5 is currently training on 6 & 10 trillion parameters at the Supercomputer COLOSSUS 2, which is the largest and most powerful AI Supercluster in the world. The release is expected by the end of this year.

@TimJayas Fable got me done a plan so massive that my Opus is still being done implementing it. But we are almost done. It also fixed bugs for me that werent solved by neither Opus or GPT5.5

Just one day left to use Claude Fable/Mythos So what did you build and ship in the last two weeks you had Fable? 😀

@KaiAnitwt Those bazzokas are flapping faster then the speed of sound. With precison. That's a super power on its own. Can she fly with those things? Or turn herself into a motorboat that you can ride like the Hasslehoff in Spongebob?

@FoxNews So translation. Both Iran and USA do engange in banther as gentlemans agreement. Only Israel didn't get the note.

NEW: VP Vance reveals he told the Iranians they better expect President Trump to respond when they “trash talk” the U.S. during the negotiating process: “What we told the Iranians yesterday is when you guys engage in what us millennials might call trash talk, you can't expect the president of the United States not to respond and not to correct the record.” “When they say things that aren't true, the president is going to respond to it. I'm going to respond to it… There was a little bit of threatening, there was a little bit of whining. But at the end of the day, the talks continued and we made great progress.”

@TomsBarry @hollywoodscifi They meant leftover material. Not the actual suit. So basucally made it from a bunch of scraps.

@hollywoodscifi How disrespectful, taking something so iconic and making that trash

Now that is really cool

@tyomateee He got the physique to back that one up

三角頭のコスプレ、これ以上を見たことないほどクオリティが高くて驚いてる😱

@BitcoinHopium That is some Cyberpunk shit

#BREAKING 🚨 BOOOOM 💥💥 Billionaire JACK DORSEY has done it again! His app BITCHAT lets users SEND BITCOIN WITHOUT THE INTERNET! This is next-level tech for the crypto world! WHAT A GAME CHANGER! 🎉

@NovaXCode Removing it from recycle bin just tells the system the place is free to overwrite. The next app will eventually write into that place. So bin is only logically free. If you want to wipe data for real you have to format.

You delete a file. Then empty the recycle bin. Yet recovery software can still restore it. So was the file ever deleted? 🤔

@richknowstuff @Yor_7m @spectatorindex Guy didn't even deny the Samson allegations. His automatic deflection apparatus is malfunctioning.

@Yor_7m @spectatorindex You don’t fight shit little one. If we pulled all of our assets out and left you with no more weapons purchases or support you would be gone. AND you’re such a bitch you would kill everyone else on the way out (Samson option) because that’s the nature of rats.

BREAKING: Trump says 'if it weren't for the United States of America' then 'Israel would not exist right now'

@R59390866 @ZainSM8 @MarioNawfal Worse they are not handing just over land. But also people to kill for their lord Baal or whatever deamon they are praying to.

@ZainSM8 @MarioNawfal Yes, because the Lebanese people like to be bombed. Israel is collapsing faster than expected because of delusional views like these. The Americans are sick and tired of this and we won’t fall into a global recession because Israel wants to bomb Lebanon.

🚨 BREAKING: 🇮🇱🇺🇸🇮🇷🇱🇧 Israel’s conditions for accepting the U.S.-Iran MoU regarding Lebanon: - Full withdrawal of Hezbollah north of the Litani River - Complete dismantling of Hezbollah infrastructure south of the Litani - Full Israeli freedom of military action to eliminate future threats Source: Israel Hayom / Writer: Samuel

@DanMillerAB @ZainSM8 @MarioNawfal Translation: Arabs = Terrorist You get always someone to kill. And as reward you take the land.

@ZainSM8 @MarioNawfal Guess they shouldn’t Harbor terrorists 🤷‍♂️ it really is that simple

@jj5577415 @OpsHQs Just "Is Hell"

@OpsHQs Is Hollyland a blessing, or a curse?

'Patriarch Bartholomew I: The supreme spiritual leader of 300 million Eastern Christians worldwide.' He says: 'Israel is a blight like cancer eating away at the body of the region, spreading destruction and ethnic cleansing, and America is a partner in this crime, and they will pay together the price of destroying global peace.' Will the Western media dare to report these words? Or will the truth be buried as other truths were buried under the rubble of Gaza?"

Thats the whole reason for 911. It kicked off the hate for real and its wake one country after another destabilized. Millions turned into refugees. Weaponized by Israel to hit Europe and skyrocket islamophobia paired with more inside jobs. To get parties like the AfD to the top. Another blue-white player. It is so blatently obvious. But they don't care cause they can get away with everything.

The “Muslim problem” was never real it was manufactured. A leaked Israeli MFA document literally recommends fueling Islamophobia so Americans fear Muslims and accept Israel’s crimes in silence. It’s not about religion it’s about manipulation. Divide Christians vs. Muslim. Make genocide easier. And now the whole operation is collapsing on air.

@learning_yohei They are sensing someone strong around there.

I’m not sure if this is real or AI, but I can see Goku and Vegeta in the crowd at the Japan vs. Tunisia match! 😂😂😂😂

@Graeybase @Playteaux1 Some levels of gaydom are unhealthy

@Playteaux1 Hmmmm. Purple sequined shirt is prolly dead.

I’m out of town and my stepson sent me this picture of my house. Let me just say this, he’s lucky I know what AI is or he’d be in a lot of trouble.

Die Leute haben ganz bewusst ein Land nach dem anderen destabilisiert. Syrien, Libyen, Irak. Entweder direkt indem sie ihren Hund die USA losgeschickt haben oder durch desinformation und finanzierung von Terrororganisationen. Die ISIS hat noch nie Israel angegriffen. Die schlachten bevorzugt nur Muslime ab. Sagt hoffentlich genug. Europa und Türkei kann sich bei denen bedanken.

Das muss man sich mal reinziehen. Ein Terrorregime dass Hunderttausende Flüchtlinge produziert, indem es dediziert zivile Infrastruktur vernichtet, hat die Chuzpe so etwas zu posten. Moralisch verkommen ist das eine, #Israel ist next Level.

@paulcrespo007 @mehdirhasan LoL how dare they occupy Israeli territory. I mean they don't know or acknowledge that. But that makes them still punishable by death. It is all self defense.

@mehdirhasan They were killed while fighting Iran-backed Hezbollah terrorist army using foreign soil it occupies, to attack Israel, you lying Islamo-communist.

They were killed while invading a foreign country. They were killed while occupying foreign soil. Stop with the gaslighting!

@YoelShoshan @matty1 @mehdirhasan Aren't you lot getting tired of this non-stop propaganda and lies. It is game over. Nobody believes your shitty lies anymore.

Thousands of rockets shot at Israel from lebanon. *Thousands* ! While I am not a fan of Ben Gvir, he is correct in the sense that "proportionate response" has zero effect in the middle east, especially against jihad1 terrorists who are literally a death cult that hopes for "martyr death". Peace with Israel is the easiest thing in the world, just don't attack Israel and dnott let others attack Israel from your land. Jordan does not attack Israel - there is peace. Egypt does not attack Israel - there is peace. Very simple.

@peterdaou They bought all of TikTok to flood social media with propaganda. Brainwashing people to the point they call their eyes and ears liers and believe that protecting Israel is written in the bible.

Suddenly, every time I open the X app, I get a flood of aggressive pro-Israel content. WTF?