r/StartupAccelerators
Mastyf.ai
🚀 From MCP Guardian to Mastyf.ai
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What started as an open-source experiment in securing and governing AI agents through the Model Context Protocol (MCP) has evolved into something much bigger.
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Today, I'm excited to share a glimpse of that journey.
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The video below showcases MCP Guardian — the project that laid the foundation for what is now Mastyf.ai: a security-first platform for AI agent governance, runtime policy enforcement, observability, approval workflows, and enterprise trust.
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As AI agents gain access to tools, data sources, APIs, and autonomous workflows, the challenge is no longer just building agents—it's governing them safely, transparently, and at scale.
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That's the problem we're working on at Mastyf.ai.
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🔹 Runtime governance for AI agents
🔹 Policy enforcement and approval workflows
🔹 Security controls for MCP ecosystems
🔹 Auditability, observability, and compliance readiness
🔹 Enterprise-grade AI control planes
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We would love feedback from developers, security researchers, platform engineers, AI engineers, and enterprise architects.
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Try it. Break it. Stress-test it. Tell us what we're missing.
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Special thanks to everyone who contributed ideas, bug reports, feature requests, testing, and feedback along the way. Building secure AI infrastructure is a community effort, and we're just getting started.
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If you're interested in AI security, agent governance, MCP, enterprise AI infrastructure, or would like to collaborate, comment below or reach out directly.
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From professional kitchens to a production algo trading system (solo, self-taught) — which accelerators actually work for fintech/quant solo founders?
Unusual background: I've spent my career in professional kitchens in Switzerland. Nights and weekends over the last two years, I taught myself software engineering and built a production-grade algorithmic trading platform for crypto perpetual futures — full order management system, VaR/CVaR risk engine, portfolio allocator, 500+ tests under strict TDD, and a fully local AI stack (nothing leaves the machine — a deliberate data-sovereignty angle for the Swiss B2B clients I'm targeting, like family offices).
The system runs and has out-of-sample results. What I don't have: a co-founder, a network, or fundraising experience. I've hit the ceiling of what one person can do alone, and I want to go from "solo builder with a working MVP" to a pre-seed-ready startup.
Questions for people who've walked this path:
Which accelerators are genuinely worth it for fintech/quant infrastructure — and which accept solo founders? (I know YC does in theory; what about Tenity, Techstars, or other Swiss/EU programs?)
For a trading-tech product, is an accelerator even the right move vs. building a live track record and going straight to angels?
What do pre-seed investors actually need to see from a trading-tech company — audited performance, first paying client, regulatory clarity?
Solo founder in fintech: dealbreaker, or manageable if the tech and traction are real?
Not selling anything, not sharing signals. I'm not looking for validation — I'm looking for the map. Brutal honesty welcome.
I build an app for ambitious people who want to know if each day moved them forward (only $1 lifetime)
Momentum is built so ambitious people can finally see whether each day moved them forward.
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You answer one simple question per day:
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“Did today move you forward?”
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Choose Moved forward, Showed up, or Missed.
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Your answers become a clean monthly progress view: orange, black, or light grey dots, so you instantly see if momentum is building across your days.
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One tap check in. Optional reminders if you want them. Nothing else.
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$1 lifetime unlock, so it’s accessible to as many ambitious people as possible
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App Store link: https://apps.apple.com/app/momentum-monthly-progress/id6777656253
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Would love feedback if you try it :)
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Anyone using AI for coding? I'd love to hear about your workflow.
Hi everyone!
I'm working on a small developer tool, and before I build more features, I'd rather understand how people actually use AI day to day. If you're using tools I'd love to hear about your experience. A few things I'm curious about:
- What's your typical AI workflow?
- Do you ever paste logs, stack traces, or config files into AI?
- Have you ever worried about accidentally sharing something sensitive?
Is there anything about your current workflow that feels annoying or risky?
I'm not looking to pitch anything I genuinely want to learn from people who use these tools every day. Every reply helps me understand the problem better.
What do you think of this watch party social app?
I spent the weekend digging through YC solo founders. I think I finally understand why some get in and most don't.
Based on public analysis, solo founders have acceptance odds that are roughly five times lower than founding teams.
But after looking through founders who beat those odds, I noticed they share a few characteristics that make the "solo founder" label much less relevant.
1. They had already built products people actually used.
Not just startup experience or the ideas. They had a track record of shipping products into the hands of real users. MagicBell's Hana Mohan had spent nine years building products before YC. Mattan Griffel had already launched multiple products before creating One Month Rails.
2. Their traction was unusually strong for one person.
Not "I have a few hundred users."
More like:
- MagicBell was delivering 1M+ notifications every month before YC.
- One Month Rails already had 2,000+ students.
- Anja Health already had paying customers, despite being built with contractors.
The common pattern was traction that looked difficult for a single founder to achieve.
3. They knew their customers inside out.
Because they were doing every demo, every support conversation, and every sales call themselves, they could explain customer problems with a level of detail that's hard to fake. Being solo had become an advantage because it forced them closer to the customer.
4. They answered the "team" question with a plan, not an argument.
None of them tried to convince YC that solo founders are better. Instead, they had a clear idea of who they'd hire next, what skills they were missing, and how the company would grow beyond one person.
My takeaway isn't that YC doesn't fund solo founders. The average solo founder is competing against teams.The solo founders who get accepted often look like they've already accomplished what an early team would normally accomplish together.
If you're building solo, where do you think your evidence is strongest? Is it your product, your traction, your customer knowledge, or something else? & what is that..
I asked founders how they track competitor launches, customer discussions, funding rounds, etc. The post ended up getting 1.4k+ views and a lot of thoughtful feedback.
A few things really challenged my assumptions:
- Almost everyone agreed that information overload is a real problem.
- Many pointed out there are already plenty of monitoring tools.
- The biggest concern wasn't finding information—it was trusting the system to know what actually deserves your attention.
- One comment really stuck with me: "The product has to earn the right to interrupt me." I think that's exactly right.
- Another good challenge was whether founders would actually pay for monitoring, or if this is just a "vitamin" rather than a "painkiller."
That completely changed how I'm thinking about the product.
Instead of trying to monitor everything, I'm now exploring whether the value is in personalized decision support—understanding your startup's goals, competitors, and context, then explaining why something matters instead of simply notifying you that it happened.
One question I'm still trying to validate:
If you already track competitors or market changes, what does your workflow actually look like?
- Google Alerts?
- RSS feeds?
- Competitor spreadsheets?
- Reddit searches?
- Product Hunt?
- Something else?
Or do you mostly check things manually when you remember?
I'm far more interested in what founders actually do than what they think they should do.
I've started building a prototype based on all the feedback. If you're interested in trying it or following the progress, I've put together a small waitlist: https://spectre-black.vercel.app/
And if you have more thoughts (or think this is a terrible idea), I'd genuinely love to hear them. The discussion so far has been far more valuable than people simply saying, "I'd use it."
A fun project im currently building for money
There are so many of these expense splitting apps, but I feel they are all focused on the wrong thing. I feel all these apps treat money as transactional, when the real reason you pay for expenses is for the memories you make, thats why I created Slide. Whether its a peer 2 peer request/payment or a group trip that you went on with friends with numerous transactions, you are able to track, split and post your moments. Check it out and let me know what you think!
Founders: How do you actually get good, honest feedback on your pitch deck?
We all know the pain — you pour weeks into your pitch deck, send it to dozens of investors, and get... crickets. Or the classic “not the right fit right now” with zero explanation.
No insight into what actually landed, what confused people, or what red flags killed your chances.
So I’m curious — how are other founders getting useful feedback on their pitches?
- Cold outreach to investors?
- Friends & family (brutally honest ones)?
- Accelerators / incubators?
- Paid coaches / consultants?
- Online communities or “roast my deck” threads?
- AI tools?
- Something else?
What’s worked best for you? What hasn’t? Any horror stories or game-changing moments where feedback completely leveled up your deck and fundraising?
Would love to hear real experiences (especially from anyone who’s recently raised or iterated multiple times).
Thanks in advance!
(For context — I’m building something to help close this exact feedback gap, so all input is gold.)
We deleted half our MVP after talking to builders. I think we were building the wrong product.
We launched the first version of Hackyard about a week ago.
We had a lot of features. Twitter-style feed, public build logs, weekly ship reports, builder profiles, bookmarks, notifications, DMs, reputation system, founding member badges. We threw in everything.
Then we started talking to people. Got about 200+ replies across Reddit, email, and LinkedIn.
I kept waiting for questions about growing an audience or getting funding. Barely anyone brought that up. The actual messages were things like "how do I find customers," "I need a technical co-founder," "know any good designers," "I need someone who knows sales," "I just want to meet builders working on similar shit."
Made me stop and think.
We'd accidentally built this thing that was part LinkedIn, part Twitter, part GitHub, part Discord all smushed together. Nobody came for another social network. They came because we'd put one sentence on the page: find the people you need to build with.
So we started ripping stuff out.
We killed the idea that the feed was the product. Stopped caring about posts and likes and doomscrolling. Onboarding used to walk you through everything. Now it's two fields: what are you building, who are you looking for.
Profiles are slowly becoming proof of work instead of resumes. The feed is becoming a discovery tool instead of engagement bait. We're rewriting the algorithm to surface introductions and collaborations, not whatever keeps people clicking.
If you're building something and you need a co-founder, first engineer, designer, researcher, operator, beta users, or early customers, we want Hackyard to help you find them faster. That's the point. Everything else can wait.
We've got about with all founding members and we're actively rebuilding big pieces of the product based on what they told us. It honestly hurts to delete features we spent days on. But I'd rather ship one thing people actually need than ten things nobody asked for.
For anyone else building in public: what would make a network like this something you'd actually come back to every week?
Does anyone else feel like finding genuinely early startups has become way harder?
Lately I've been trying to put together a list of really early-stage startups, and it's been more frustrating than I expected. Every recommendation seems to lead back to the same places. Apollo, LinkedIn, Crunchbase, Product Hunt after a while it starts feeling like everyone is looking at the exact same companies.
By the time a startup shows up on those platforms, I kind of assume they've already had dozens of sales emails sitting in their inbox. What I actually want are the companies that are still under the radar. The ones that have just registered the business, quietly launched a website, or started hiring before they've made much noise.I stumbled across AtlasForgeX while looking into this because it apparently builds lists from public records instead of a stored database. I haven't used it enough to know if it's actually better, but it did make me wonder if I've been searching in the wrong places this whole time.
Curious how other people here do it. If you're trying to find startups before they're on everyone's radar, where are you actually looking?
How to stop non-tech employees sharing sensitive data with AI models?
Employees belonging to legal, and Finance are not technically advanced and are prone to share sensitive and client related data AI models.
Employees are given access to ChatGPT and Claude but they are sharing sensitive information, emails and files to AI for quick help. We don't have any audit and usage patterns for the employees. How to track the usage of AI models from such employees.
Supporting muslim founders, opening up applications for Saff. $40k upfront
Assalamu alaykum,
We’re opening up applications for our residency coming up in October inshaaAllah.
If you know any founder with a good track record and working in a large market, feel free to refer them to me.
£2,000 upon successful referral.
A bit more about us: https://saff.build
AMA: new gtm accelerator for AI and deep tech startups in reindustrialize/energy
the pitch:
Electrify Nevada, gener8tor’s energy accelerator, breaks you into the hottest energy economy in the U.S. in 7 weeks instead of 7 months.
We help all stages of startups who want to reindustrialize in Nevada with physical AI and deep tech in advanced energy, critical minerals, lithium loop, and related sectors. We are your NV GTM: utility intros, corporate partnerships, government relationships, and Silicon Valley investor connections. I’m your fractional co-founder/head of BD for Nevada for the entire program, 996. I open doors, you close deals. We build your business here together. No equity, no cost. Did I mention, gener8tor has the largest accelerator network in the world with 100 programs annually and $1M in credits? That’s a network you can access once on the inside.
Nevada is ranked Top 1-5 across all energy categories, has the only active large-scale U.S. lithium mine, the Tesla Gigafactory, and the #5 global data center market. Battery manufacturing here grew 6x the national average over the last decade. Positron AI hit $1B valuation here. Amperesand raised $80M and chose Reno for U.S. manufacturing. a16z is already telling founders to re-incorporate here. It’s ~3 hours from Silicon Valley and costs a fraction of California.
If you want to win in energy, this is the state. We’ll help you do it faster than anyone else. Apply now: https://www.gener8tor.com/accelerators/nevada or reach the MD here: tristan.pollock@gener8tor.com / https://www.linkedin.com/in/tristanpollock
I built a debate app for civility. Users wanted to be toxic.
So I’m obsessed with debate, I’ll be honest, and I’ve noticed, as I’m sure we all have, that discourse in recent years has gotten really toxic.
It’s either a dogpile, throwing insults, being condescending, I don’t need to rehash what I imagine we all already know.
I built an app where people could swipe on topics, get matched with someone who disagrees, and get a score on their civility. The idea was that if you’re always an asshole, your shitty civility score would follow you and no one would want to talk to you.
I added a feature in passing called toxic mode that did not judge your civility. Spew your venom, no holds barred.
That was the idea.
Every time I got an install on the app, every single user immediately jumped into toxic mode. Out of 100+ downloads, not a single person wanted to have a civil discussion. They wanted the messy version. The heated version. The version that felt more like a chaotic internet argument than a polite debate club.
So I stopped fighting it and built a lightweight browser version where you can just pick a topic and jump in:
https://thinklavender.com/ragebait
The goal is still to get people talking to people they disagree with. Maybe the first step is not making everyone perfectly civil. Maybe it is just getting them in the same room.
And if that room has to be a little toxic to get people through the door, so be it.
Would love feedback on the idea and whether this feels like something people would actually try.
angels who backed your rival will back you
trust me.
investors who already funded something in your space dont need the market explained, they already believe in it.
so instead of educating cold investors from zero, i went straight to the ones who’d backed competitors or adjacent companies. the only work was figuring out who those people actually were, which angels and funds had checks in companies like mine. once i had that list, the conversations were 10x faster because they got it in the first sentence. find the people already convinced of the problem, and you only have to sell them on you.
Pause here for a min and help me validate an idea please.
Founders, how do you currently keep track of things that could impact your startup?
- Competitor launches
- Product Hunt launches
- Funding rounds
- Customer discussions on Reddit/X
- Market shifts
Do you actively monitor these, or mostly ignore them?
I'm exploring an idea where founders describe their startup once, and the system alerts them when something materially requires attention.
Examples:
- Competitor launches a feature → Ignore
- Three competitors raise prices → Alert
- Customers suddenly complain about the same issue across Reddit → Alert
Would something like this be useful, or do dashboards/newsletters already solve the problem for you?
(Just validating the idea before building.)
I built an AI Agent that replaces social media dashboards. Offering 2 Months FREE + Future Perks for early testers!
I recently launched the beta version of Nuno AI, and I’m looking for builders and early adopters here to break it, test it, and give me some honest feedback!
It’s not your traditional social media scheduling tool. I got tired of jumping between tabs and managing complex visual calendars, so I built an autonomous AI Agent. Instead of clicking through a clunky dashboard, your entire social media management happens inside a conversational chat window.
How it works :
- Link your multiple social media accounts (Twitter, LinkedIn, etc.) to the agent.
- Start a conversation with Nuno AI. Brainstorm your hook, discuss ideas, and let the agent draft your post natively.
- Once you're happy with the draft, just tell the agent, "Schedule this for tomorrow at 10 AM on all platforms." The agent handles the multi-platform publishing directly from that chat thread. No calendars, no tabs.
I really value the feedback from this community, so here is what I’m offering for your time:
- 2 Months of Full Premium Subscription for FREE just for signing up and testing it out.
- Future Incentives: Users who actively use the tool and provide feedback will be put on a VIP list for extended free subscriptions, exclusive future features, and early access to all major updates.
I want to know if this "chat-to-publish" workflow actually saves you time compared to traditional tools.
Click on the link to join: https://getnuno.com/
Would love to hear your thoughts. Happy testing!
Use Nuno AI and give Original feedback! Thankyou!