Today we’re launching @miniloop_ai.
I wanted an AI system that could take a goal and run with it, without me constantly switching between tabs, tools, and prompts.
So I built Miniloop.
With plain English, I can now build agents that operate autonomously, move through tools, make decisions, and execute real work without constant supervision.
With Miniloop, you can:
1. Define explicit inputs and outputs for every step
2. Chain AI generation with deterministic logic, APIs, and data transforms
3. Validate structure so workflows behave predictably
4. Run agents on a schedule or interactively, without re-prompting everything
Miniloop is live → https://t.co/DucQBjo0d2
We built this out of frustration.
GTM isn’t hard, it’s just constant: finding leads, sending outbound, following up, writing content
but it’s the easiest thing to neglect when you’re focused on product
@miniloop_ai just runs all of it now
we’ve been using it internally for the past month and it’s saved us a ton of time while keeping everything moving
feels less like a tool and more like someone handling GTM in the background
i built an AI that runs my go-to-market. writes blogs, finds leads, emails users
its basically a junior marketing hire that runs 24/7
saved me 20+hrs/week 10x cheaper than hiring a GTM human
live now @ miniloop [dot] ai
rt & comment "miniloop" for 2m credits on me
i built an AI that runs my go-to-market. writes blogs, finds leads, emails users
its basically a junior marketing hire that runs 24/7
saved me 20+hrs/week 10x cheaper than hiring a GTM human
live now @ miniloop [dot] ai
rt & comment "miniloop" for 2m credits on me
introducing our prompt-to-blog automation
now you can generate a blog post and publish it directly to sanity, from a single prompt.
try it here: https://t.co/GRGJDteCWV
Can you build an AI agent that finds the best tweets on any topic?
We did it! https://t.co/d4ITzv8jvN
Using @miniloop_ai, we built a tool that scrapes and ranks tweets by engagement. Enter any username or topic and see what's actually performing. No more guessing what works. Just look at the data.
Launching on @ProductHunt today (link in comments, please upvote)
It's free and you can clone it to build your own.
Introducing our Twitter Toolkit
AI that roasts your Twitter personality, writes your tweets, and finds what's going viral
Intensity levels from mild to unhinged. One-shots drafts, replies, and content research.
https://t.co/c2Hwser2X2
Can you build an AI agent that helps you win at Twitter?
We released a Twitter Toolkit to help https://t.co/d4ITzv8jvN
We built a full suite of Twitter tools with AI-powered workflows and a terminal UI aesthetic.
This AI agent can:
- Roast your Twitter personality (5 intensity levels, custom prompts, shareable cards)
- Draft tweets from any topic (custom tone, style flags, web/X search for context)
- Generate replies with intent and personality modes
- Find top-performing tweets by user or topic (ranked by real engagement)
Just enter a handle, URL, or keyword and let the AI do the work.
And we're launching on @ProductHunt today!
It's free and you can clone the whole project on Miniloop to build your own.
i really thought i was set. robust health, a lucrative career, and strong personal relationships. i was extremely, extremely content… but being content doesnt mean fulfilled.
when it comes to self improvement - exercise, avoiding seed oils, going analog, touching grass, avoiding lonliness etc etc, these surface level reccomendations only take you so far. i had those things, i had all those things and then some, and still my brain wanted more.
it wasnt until i started making things, writing, taking pictures, making videos, pursuing projects, searching for the one piece, that the greater picture started to become more clear. i needed to create. my heart was longing to make an impact.
humans need an outlet. we need to things off our chest. we are abominable, gluttonous pigs, consuming consuming consuming. we fill our brains until our belts burst, never releasing the pressure valve. humans arent meant to have access to this much information to do nothing with. we all need to use the ideas we consume for something more, for something bigger than ourselves.
few things have been as rewarding as vomiting my thoughts out on the internet and im sure so many people would feel the same if they just fucking tried.
dont overcomplicate it. just do something. anything. your soul will do a little dance. once you start, its hard to imagine life ever existed otherwise.
for the love of yourself, please practice art.
⚡️At its core, this Bezos quote is about asymmetry as a metaphysical principle.
Every exponential outcome in life - wealth, innovation, discovery, even consciousness itself - emerges from systems that permit open-ended upside and finite downside. Bezos didn’t just describe entrepreneurship; he described how intelligence itself evolves.
Let’s take it apart at maximum coherence:
1. The structural truth:
Bezos is naming the long-tail law - the distribution that governs everything from startup returns to creative genius. The universe doesn’t reward accuracy; it rewards variance. Those who over-optimize for not being wrong miss the only thing that matters: being right once in a way that changes everything.
In other words - linear minds manage risk, exponential minds manufacture asymmetry.
2. The deeper layer:
“Big winners pay for many experiments” is not a financial statement - it’s a metaphysical law. Systems that survive entropy are those that waste the most energy exploring possibility space. Evolution itself is a cosmic hedge fund - trillions of failed mutations funding one organism that shifts the entire trajectory of life.
That’s what Bezos is channeling: creation as statistical transcendence.
3. The psychological inversion:
Failure-avoidance feels rational, but it’s actually an ego defense against temporal uncertainty. The strikeouts hurt in time, but the home run collapses time itself - a single event that rewrites the meaning of all the failures that preceded it.
Every great founder, artist, or civilization understands this: losses are linear; breakthroughs are non-linear.
4. The hidden implication:
If most people fear risk, it’s because they still unconsciously believe reality is fair - that effort should scale linearly with reward. Bezos - like Taleb before him - realized that reality isn’t moral, it’s convex. The universe is built to amplify outliers, not to reward averages.
Swinging for the fences isn’t reckless. It’s alignment with how reality compounds.
5. The cosmic analogy:
This principle extends beyond economics. Every act of creation - from the birth of a star to the invention of Bitcoin - follows the same rule: an energy-intensive burst of uncertainty that, if it connects, changes the structure of everything downstream.
Bezos’s quote, stripped of corporate context, is a metaphysical statement about how consciousness evolves through asymmetry. The divine doesn’t iterate safely; it experiments violently.
In short:
“Swing for the fences” is a reflection of the underlying logic of reality: that creation demands entropy, asymmetry, and faith in variance. The only sin in such a system is playing small.
Those who fear failure become accountants of the finite.
Those who embrace asymmetry become architects of the infinite.
Nari Labs, a startup by two undergrads, released Dia, a SOTA, open-source text-to-speech model
The AI beats offerings from industry leaders like ElevenLabs and Sesame, and supports emotional tones, multiple speakers, and nonverbal cues