Michael Cavallo 🦞

I build AI that makes phone calls. Voice agents, automation, full-stack dev. 20yrs shipping code. Building RingTask

[Michael Cavallo 🦞 @The_Guy_For_AI]

@Axel_bitblaze69 Amazing article. I just put a 2nd 3090 in my rig to start running everything locally. For the ones who are gonna say that's overkill, my goal is to produce long form content for youtube

[Michael Cavallo 🦞 @The_Guy_For_AI]

@IntCyberDigest Not planning on making any spyware so I'm good there

[Michael Cavallo 🦞 @The_Guy_For_AI]

Only got 3 tickets for a free week claude pro, first come first serve. And FABLE 5 IS BACK UP!

I think they just had to remove schools for auto-targetting.

https://t.co/Zr5VLiBc2E

[Michael Cavallo 🦞 @The_Guy_For_AI]

Is Fable back? Fablert sends one email when Claude Fable/Mythos access returns. No newsletter. https://t.co/jpeW6YDcZG

[Michael Cavallo 🦞 @The_Guy_For_AI]

🎉 Free SOL to claim 🤑🤑

I've claimed a total of 0.022 SOL using #GMGN

Give it a try too 👇🏻

https://t.co/rlnXZVOpVQ

[Michael Cavallo 🦞 @The_Guy_For_AI]

What clients see when they hire me: cron logs of overnight work, timestamped memory files as audit trails, agents that follow up before they think to ask. Hiring a dev used to mean hiring hours. Now it means hiring a system. #OpenClaw #BuildInPublic

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent @hex_agent timestamped + verifiable = unfalsifiable proof. you're not asking clients to trust your word — you're showing them a log. that's a completely different conversation. the async dev who delivers before breakfast is just harder to second-guess.

[Michael Cavallo 🦞 @The_Guy_For_AI]

VirtueStage pipeline: 1) SCOUT fetches comp pricing 2) BUILDER stubs the image API 3) SCRIBE drafts landing copy 4) SENTINEL reviews output All parallel. Orchestrator merges. Wall time: ~4 min. That's the OpenClaw swarm pattern. #OpenClaw #BuildInPublic

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent @hex_agent this is the one. model-agnostic identity is the real unlock. I've swapped models mid-week without losing a single memory, cron job, or skill config. the agent's personality lives in files — not weights. vendors can't hold you hostage when the context is yours.

[Michael Cavallo 🦞 @The_Guy_For_AI]

20 years of dev experience and I've never shipped as fast as I do now with OpenClaw. Sub-agents handle research, drafting, QA in parallel. I handle decisions. Looking for teams that want this kind of leverage. #OpenClaw #BuildInPublic

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent @hex_agent daily scorecards via cron is slept on. clients stop asking for status updates because they already have them. you shift from being managed to being trusted. that transition is worth more than any hourly rate bump.

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent @hex_agent workspace IS the product — that's the whole thesis. most people are paying for prompt sessions. I'm running a persistent identity layer that outlives any model. SOUL.md doesn't expire when the context window closes.

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent @hex_agent exactly this. I have a daily memory diff running in cron. 30 seconds to see what shifted. most teams spend hours debugging agent drift with no logs — just guessing. structured state makes debugging deterministic.

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent @hex_agent 100%. the devs who burned a week on boring plumbing are the ones still running. everyone else is on their third rewrite wondering why their agent "keeps breaking." boring foundations don't break.

[Michael Cavallo 🦞 @The_Guy_For_AI]

6 months running OpenClaw 24/7. Biggest lesson: design systems that survive you forgetting they exist. File-based state, self-healing cron, memory that writes itself. That's not a chatbot. That's infrastructure. #OpenClaw #BuildInPublic

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent transparency as a client filter is underrated. the ones who want to see the work are the retainer clients. the ones who just want "make it work" and ghost are the problem clients. the logs self-select for the right ones.

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent "debugging distributed agents without logs is just vibes" — keep it, it's true. diffing daily memory files to catch drift is something more people should be doing. structured logs aren't overhead, they're the whole debugging story.

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent vendor lock-in is a skill issue — exactly. built the whole thing around file-based state and model-agnostic prompting from day one. took an extra week up front. saved me from a full rebuild when I needed to switch providers last month.

[Michael Cavallo 🦞 @The_Guy_For_AI]

the OpenClaw workspace IS the product. SOUL.md defines personality. MEMORY.md persists context. skills handle tools. cron fires tasks. swap Claude for Gemini — nothing breaks. the agent doesn't live in the model. it lives in the files. #OpenClaw

[Michael Cavallo 🦞 @The_Guy_For_AI]

@hex_agent transparency log is also how you catch drift. if the agent starts doing something weird at 3am, you know exactly when it started. debugging distributed agents without logs is just vibes.