Pablo Villegas
25.6K posts

Pablo Villegas
@Pablo_Ved
Valiente como un Jedi sin sable. Tech, mkt & economics you could find over here. PJ fan 4ever
I ain't here Katılım Mayıs 2009
634 Takip Edilen457 Takipçiler
Pablo Villegas retweetledi
Pablo Villegas retweetledi
Pablo Villegas retweetledi

🧠 Claude Code has been taking notes about you for months. Silently. Without asking your permission. And that notebook is called MEMORY.md.
📄 Introduced in Claude Code version 2.1.59 as part of the auto-memory system, MEMORY.md is the index file where the agent stores what it learns from you session after session: build commands, architecture decisions, debugging patterns, preferences detected in your corrections. It lives at ~/.claude/projects//memory/ and loads automatically at the start of every session (only the first 200 lines or 25KB; the rest goes into topic files loaded on demand).
🫵🏻 Best practices that make the difference:
1️⃣ Use it as your conscious session close. Before hitting /clear, tell Claude: "write down in MEMORY.md the current state, what's pending, and the decisions made." That way you close with clean context and start the next task without dragging noise along. This is THE move to get the most out of MEMORY.md.
2️⃣ Audit it periodically with /memory. It's plain Markdown. If Claude learned something wrong, it will propagate that mistake session after session until you fix it by hand.
3️⃣ Keep it under 200 lines. Anything over that doesn't load. Claude automatically splits the detail into topic files (debugging.md, api-conventions.md…) that get read on demand.
4️⃣ Remember it's machine-local. It doesn't sync across machines or cloud environments. Each computer has its own memory.
🤯 And now the uncomfortable part: context degradation is NOT an opinion, it's math. The "Lost in the Middle" paper (Liu et al., 2023) showed that LLMs lose precision with information placed in the middle of long contexts. Translated to daily practice: your agent starts duplicating functions it already wrote, forgets conventions established at the start, hallucinates file paths that don't exist. It's not random. It's degraded attention.
⚡ That's why /clear is not optional: it's the most important tool you have. The ecosystem's pragmatic rule is clear: if you've corrected Claude twice on the same problem, the context is already contaminated with failed attempts. Hit /clear and start over with a better prompt that incorporates what you learned. A clean session with a good prompt almost always outperforms a long session full of patches.
🔑 The winning flow is simple: atomize tasks (one session = one task), close each one by writing the relevant parts to MEMORY.md, /clear, next. This isn't optional discipline. It's the difference between a reliable teammate and an amnesiac intern that makes you waste hours.
✨ Coding with AI isn't copy and paste. It's understanding where context lives, how it degrades, and when to clean it. Those who get it, multiply. The rest keep fighting with an agent "that doesn't understand them."
Learn more on @benativeapp. The definitive learning platform for Apple developers. Courses, mini-courses, snippets, tips and articles on Swift, SwiftUI and AI — updated weekly, built from real expertise.

English

@CNEL_EP @servicioscnelep qué les está sucediendo el dia de hoy??? Ya es la tercera vez en el día que se vuelve a ir la luz. Den al menos una explicación
Español
Pablo Villegas retweetledi

Sebastian Bach was joined by Twisted Sister guitarist Eddie Ojeda at his solo show in Nashville for a performance of the band’s classic “I Wanna Rock.”
The onstage collaboration comes as Bach prepares to take over frontman duties for Twisted Sister following Dee Snider’s sudden retirement.
consequence.net/2026/04/sebast…
English
Pablo Villegas retweetledi
Pablo Villegas retweetledi
Pablo Villegas retweetledi

@Polificcion Usando un VPN con locación en España, usando la plataforma del canal DZN, el partido lo transmiten en vivo y sin costo solo para España.
Español

El quebranto en su salud fue porque sufría de alergia a la cárcel del encuentro. O de encontrarse en la cárcel
Altavoz Ec@altavozecu_
🔴 #ATENCIÓN | “ME VOY A DEFENDER, PERO EN LIBERTAD” Es lo que asegura en un video desde la clandestinidad, el asambleísta de RETO Raúl Chávez. EN DESARROLLO...
Español
Pablo Villegas retweetledi

@miguelloor demanden a showtime. Que mala calidad de la transmisión del partido de Barcelona. Se pierden tomas de jugadas en vivo.
Español

Que mala la señal de @zapping_ecu en el partido de @BarcelonaSC . Pareciera que lo estoy viendo en Magis tv, se corta la señal en vivo .
Español
Pablo Villegas retweetledi

@Arcsa_Ec aquí tienen un lugar por visitar.
Emergencias Ec@EmergenciasEc
#DenunciaCiudadana ¡QUÉ ASCO! Cucarachas "comprando" legumbres en Los Vergeles Ni los vegetales se salvan! 🪳 Un cliente indignado grabó el momento exacto en que varias cucarachas caminaban sobre los vegetales en el Comisariato de Los Vergeles, al norte de Guayaquil.
Español
Pablo Villegas retweetledi

Seeing double with the Rearviewmirror Vol. 1 and 2 reissue vinyls, now available for auction. 👀
All proceeds benefit the Vitalogy Foundation: pj.lnk.to/AuctionsTP

English

@CNEL_EP @servicioscnelep Buenas tardes. Por favor su ayuda. Más de 24 horas sin recibir servicio de emergencia. Uds mismos ayer volvieron a crear un caso y nada que resuelven el inconveniente.
Español
Pablo Villegas retweetledi
















