You’re right, but you’re buying into those models. The point here is to own the memory layer and be able to switch between tools. Not siloed in.

Kult, you mean.

That makes sense. Do you summarize old entries, then, when you decay them? Do you decay task-types at different rates?

I haven’t even scratched the surface of it yet. I’ll likely use a hybrid approach - similarity + small recency boost + metadata match boost. I think decay is a must. I suppose it will depend on how exactly I use it. What is your decay factor?

Building λcerebro: A Postgres + MCP Integrated Memory Layer for AI Tools Building λcerebro: A Postgres + MCP Integrated Memory Layer for AI Tools - Stephen Weaver's Blog

I basically built my own Jarvis. Or at least the part where the AI actually remembers things.

Meet λcerebro.

www.stepweaver.dev/codex/buildi...

#BuildInPublic #AI #Postgres #MCP #SecondBrain #AIEngineering #ContextEngineering #Developer #Supabase #Automation #LLM #IndieDev

Introduction Introduction – Meshtastic Field Notes | Stephen Weaver

Thanks for the repost! I’m working on writing these docs as I learn.

www.stepweaver.dev/meshtastic/w...

Introduction Introduction – Meshtastic Field Notes | Stephen Weaver

Writing Meshtastic documentation.

Hardware breakdowns, router setup, hop limits, MQTT notes, and how messages actually move across the mesh.

If you’re building or thinking about it:

www.stepweaver.dev/meshtastic/w...

#Meshtastic #LoRa #OffGrid #DIYTech

Building a Home Meshtastic Gateway Building a Home Meshtastic Gateway - Stephen Weaver's Blog

Built a home Meshtastic gateway.
Router role.
MQTT optional.
CLI-configured.

lambda-base is live.

Documentation here:
www.stepweaver.dev/codex/buildi...

Decentralized infrastructure > centralized noise.

Gadsen Parody Sticker | Shop | I AM [RESIST] Real patriots don't cosplay freedom. They defend it—consistently, for everyone. Premium die-cut vinyl sticker. Weather-resistant, built to last. Starting at $6.

No step on snek?

Just dropped a new sticker.

The Gadsden, reimagined.
www.iamresist.org/shop/sticker...

I AM [RESIST] Vinyl Sticker Premium die-cut vinyl sticker featuring the I AM [RESIST] flag. Car-durable, weatherproof, UV-resistant. Designed to last 3-5 years outdoors. Starting at $6. Free shipping on orders $14+.

I made a sticker!

iamresist.org/shop/sticker

“America” is Dead | I AM [RESIST] “America” is Dead

www.iamresist.org/posts/americ...

λstepweaver - Practical transformations, powered by code. Websites, automations, and dashboards that save you time and grow your business. Practical transformations, powered by code.

@wesbos.com

Help, please? I need some community, at least someone to share my projects with. I'm shy and don't engage well on social media. I'm self-taught and feel lost. I just need someone to talk to, regularly, about this stuff. Maybe someone who can point me in a direction.

stepweaver.dev

Fuck Stephen Miller.

@wtafc.bsky.social
iamresist.org

But didn’t she already say what remained of the files didn’t warrant any further investigations? So, which is the lie?

Common sense be damned…

BREAKING: Federal Judge McConnell orders the Trump administration to provide full SNAP payments to states for November, finding that the administration did not comply with his order. Judge raises Trump's Truth social post as evidence that he intended to defy the order.

@markhamillofficial.bsky.social
iamresist.org

I Am [RESIST] A call to awareness. A chronicle of resistance. Documenting America's authoritarian drift through art, journalism, and community. Independent, fact-based, and unapologetically antifascist.

Added two new voices to the archive - Jesse Welles and Billy Simons Jr. Their music captures the ache, defiance, and beauty of living through dark times.

Come listen. Remember what art sounds like when it refuses to look away.
iamresist.org

#ProtestMusic #FolkRock #Americana #ArtAsActivism #Resist

I Am [RESIST] A call to awareness. A chronicle of resistance. Documenting America's authoritarian drift through art, journalism, and community. Independent, fact-based, and unapologetically antifascist.

iamresist.org is now open for discussion.

The [RESIST] Discord is live — a space to talk about the erosion of democracy, authoritarianism, media, art, and the people pushing back.

Join from the link on the site: iamresist.org

#resist #democracy #antifascism #firstamendnent

Been working quietly on something.
It’s part archive, part journal, part act of resistance.
iamresist.org

#resist #democracy #antifascism #firstamendnent

This is just sick. These people are fascist liars!

NYT Confirms: Trump will DEMOLISH the ENTIRE East Wing of the White House.

The Times says the East Wing is expected to be fully torn down by the weekend to make room for Trump's ballroom for billionaires — despite the fact that Trump pledged the White House would not be touched.

λstepweaver - Practical transformations, powered by code. Websites, automations, and dashboards that save you time and grow your business. Practical transformations, powered by code.

🎲 Shipped a new feature on stepweaver.dev
: an RPG Dice Roller with retro terminal vibes.

d4–d100, dice pools, modifiers, roll history, and animations.

→ stepweaver.dev/dice-roller

#webdev #frontend #ttrpg #rpg #diceroller #terminal #indiedev

Use those English words like swords. #chicago #ice TikTok video by Joanne L. Molinaro (이선영)

www.tiktok.com/t/ZTMMu5SxG/

Why isn’t the media reporting on Trump’s growing dementia? Trump’s increasingly bizarre behavior can no longer be attributed to a calculated “strategy.”

open.substack.com/pub/robertre...

Newsom drops BOMB on MAGA but Trump CAN'T TAKE IT YouTube video by David Pakman Show

www.youtube.com/watch?v=hSc7...

BREAKING: Mike Johnson REFUSES to SWEAR in TIE BREAKING Epstein Vote YouTube video by Aaron Parnas

www.youtube.com/watch?v=EQeK...

I Used AI on Job Postings—It Exposed Billion-Dollar Company Secrets + Career Opportunities YouTube video by AI News & Strategy Daily | Nate B Jones

Nate Jones is an absolute wealth of knowledge in how to leverage AI.
www.youtube.com/watch?v=DHZg...

Oops! I had done some edits and caused the prompt to shift to the bottom of the screen.

It should be good now!

λstepweaver - Practical transformation, powered by code. Practical transformation, powered by code. We build lean data pipelines, automations, and high-impact web experiences that transform businesses through efficient, scalable solutions.

🟢 Just pushed the final build of stepweaver.dev

Practical transformation, powered by code.

It’s polished, fast, and finally doing what I need it to do.
Projects, pipelines, automations - and a few personal rabbit holes.

#webdev #nextjs #automation #ai #lambda #buildinpublic