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TLDR: Interested in agentic workflows?
Copy the repository URLs below and ask your agent:
“Explain how the A.I.M. Ecosystem can improve my agentic workflow.”
Introducing Actual Intelligent Memory (A.I.M.), an open-source ecosystem for long-running AI coding agents.
Self-hosted. Solo-built. Designed for total sovereignty.
When agents hit context limits they forget critical rules and logic. A.I.M. gives them the infrastructure to maintain state across multiple sessions, even when utilizing different LLM models.
All MIT licensed. No usage caps. No proprietary SaaS dependencies.
aim-connect lets you control everything from any browser or phone with zero monthly fees. 🥳
It’s essentially a remote, web-based version of aim-tmux-dashboard (aim-dash), which gives you full tmux control over your server/PC terminals.
Too good to be true? Maybe. But it’s already running.
The Key Pieces:
[Image 1: The A.I.M. Ecosystem Diagram]
🧠 A.I.M. Ecosystem Overview: A modular stack connecting the brain, memory, skills, and tools.
[Image 2: The aim-joshua Internal Diagram]
⚙️ aim-joshua (The Brain): The main agent orchestrator/OS. It handles internal logic, hooks into LanceDB for RAG, and enforces GitOps guardrails.
🔗 github.com/BrianV1981/aim-jo…
[Image 3: Screenshot of aim-dash (Terminal view)]
🖥️ aim-dash (Dashboard): A dedicated tmux-based operational control center for viewing agent status, memory usage, and skills performance.
🔗 github.com/BrianV1981/aim-tm…
[Image 4: Screenshot of aim-connect (in a browser)]
🌐 aim-connect (The Interface): A 100% self-hosted remote workspace that puts tmux and the Monaco IDE directly in your browser, enabling secure, accessible coding with your agent.
🔗 github.com/BrianV1981/aim-co…
Also includes:
• aim-memory (standalone RAG 5.21 engine)
• aim-skill-library (portable skills you own)
• aim-browser (headed Chromium CDP)
• aim-google (Google Workspace CLI)
Full ecosystem → github.com/BrianV1981?tab=re…
I'm looking for people to provide feedback from real-world usage. Stars and issue reports are highly appreciated.
Own your stack.
🤖 Made with AI
Brian Vasquez retweeted
These two cats just method-acted the Mufasa cliff scene better than anyone in Hollywood.
Long live the king. 😂
Brian Vasquez retweeted
PRESSING FOR PASSAGE: DeSantis makes the case for Amendment 3 as early voting continues and Election Day is just 8 days away.
@GovRonDeSantis: "There is no new tax. No tax increase. It’s purely more constitutional protection for your homestead."
Remaining revenue locked for police, fire, and water only. Needs 60% to pass.
🤦♂️
"SLASHES AND CUTS AND BURNS": Polk County Sheriff Grady Judd said Amendment 3 is "the wrong solution to the right problem" while speaking at the Tampa Firefighters Museum. wfla.com/
Brian Vasquez retweeted
This is what AI is made for. Murtaugh is too old for this 💩 and Riggs has to find a new partner. I absolutely love how they brought in every character from that era and even combined two different characters for one actor in a couple different scenes. 🤣🤣🤣💥🔫
Brian Vasquez retweeted
Great to be in St. Petersburg today with state and local leaders to highlight the need for meaningful property tax relief.
Florida taxpayers deserve a break. Amendment 3 provides the most meaningful homestead relief in history — and provides a pathway for even more.
Brian Vasquez retweeted
JUST IN: Gov. Ron DeSantis is in Pinellas County pushing for passage of Amendment 3 as Election Day is just 8 days away and early voting is underway.
@GovRonDeSantis: "People from high-tax states are driving up home values and your taxes rise even if the rate doesn’t change.”
The measure needs 60% to pass.
Brian Vasquez retweeted
Reporter:
Will you reintroduce articles of impeachment against SecDef Hegseth when Congress returns to DC?
Me:
If he’s still SecDef.
Brian Vasquez retweeted
Only 2.2% of mortgaged homes are underwater, per Goldman Sachs.
In 2008, it was roughly 1 in 4.
Brian Vasquez retweeted
I have said yes every time. I knew @EdGallrein would run away, what’s disappointing is that in the last week multiple outlets including a set of independent journalists, student orgs at Thomas Moore University, and even TYT have offered and @StrangeForKY’s campaign declined if Ed wasn’t involved. Neither seems willing to have their positions compared to mine. I can’t blame them. I apologize to the citizens of Kentucky 4, I did everything I could to give you what you deserve, but highly paid advisors seem to be more interested in playing politics.
Brian Vasquez retweeted
Jerry can’t hold it together when faced with Bryan Cranston.
Blooper time.
SEINFELD (2001)
Brian Vasquez retweeted
🚨 Thomas Massie demands to know why America is at war with Iran.
"Six American families must now lay to rest their sons and daughters. And for what?"




























