Hunter Gon

5 EARLY PROJECTS 🪂 These projects might seem quiet now, but they won’t stay that way for long Just getting started on their journey 🧵👇

@Blum_OG the trigger layer is what actually defines autonomy. most people are still stuck on prompt engineering.

Good Stake -> Productive Agent many believe that an AI agent is just a well-written prompt beyond that, it is very important to select the proper agent pieces: > LLM > Tools > Memory > Triggers > Feedback loop not a single point - the agent is just an empty talker 1. LLM: the reasoning engine this part defines objectives, course of action, and design of execution. but LLM itself doesn't auto-access your systems, retain stable context, or act in the real world that is why “just using GPT” is not the same as building an agent 2. Tools: the execution layer it's hands for agent, this layer converts thought into action your agent can check data, send messages, etc using tools but without tools, ai agent is just text generation system 3. Memory: the context layer it's what makes your agent consistent over time this could be user preferences, schemes and styles of text outputs, etc but remember: do not use your memory as a piece of paper with notes this strategy is only going to get you a performance hit and make your outputs confusing 4. Triggers: the decision to wake up a good agent does not need to be always running it should cause itself to awaken by happening this strategy works much better than polling system 5. Feedback loop: the process of improvement a productive agent is not just reacting – it improves over time i.e. its outputs are checked, errors are highlighted and corrected into prompts, tools, memory, or evals

🚨 Cursor just dropped Composer 2, it changes vibe coding Now it plans, builds, and ships across hundreds of steps, on its own What's actually possible now: - Describe a feature in plain English: get working code across multiple files - Hand it a broken codebase: it reads the whole project and proposes fixes - Run a full API integration or migration: Composer plans the steps and executes them autonomously - Refactor legacy code: it holds context across the entire repo - Prototype an idea from scratch: architecture, logic, boilerplate - done - Hit a bug at 2am: it doesn't just find it, it traces the root cause and fixes it end-to-end The benchmark jump is real: +39% over Composer 1.5 The price is even better: $0.50/M input. $2.50/M output That's frontier-level intelligence at a fraction of what GPT-4 or Claude cost It's building its own model and it's coming for the whole stack👇

@alphabatcher big update, made me excited tbh

@getmoni_io all in one, love this

THE ONLY TOOL YOU REALLY NEED Trading is basically discovery → interpretation → execution. But jumping between multiple tools adds friction and costs you time and money. The solution? Fewer steps and one environment. Moni Extension is moving exactly there ✈️ The latest Moni Extension updates are not just a redesign. In essence, the product has shifted from a pure analytics and tracking tool into a fully executable environment. The interface is simpler, key actions are faster, and the added trading layer closes the final step of execution. Now the cycle of find → evaluate → act happens within ONE PLACE. There are also a few core principles behind how this is built: • 0.1% fee. For comparison, Axiom charges 0.9% without hesitation. • Open GitHub. You can verify the extension’s security yourself. • We do not store your wallets. Wallet ownership remains entirely yours. Alongside this, we have launched a referral program. At the moment, we are still in Beta, which typically means lower user saturation and minimal competition within the system. This creates a comfortable environment to explore the product, understand how it fits your workflow, and, if you choose, invite others from your network. In return, you receive 35% of the fees generated by your referrals. After the public release, the dynamics shift. The audience grows, engagement increases, and any referral system becomes significantly more competitive. From a practical standpoint, this stage allows you to evaluate the tool without pressure and decide whether it aligns with your process. The Moni Browser Extension link is here: chromewebstore.google.com/detail/moni/bg… You can get an invite code in our private TG beta group — just ask: t.me/+wCh_Hx-wx_owM… Or use code: *getmoni* (first 10 people only, so be quick). If the tool resonates, you will feel it immediately 💜

@Blum_OG great example fam

WHY REVENUE > HYPE? market is oversaturated with tokens lacking full semantic backing what are they based on? nobody knows, everyone just believes and yet there are a couple of worthy representatives namely revenue-driven tokens - isn't this stability in modern market? so, why do I think hype < revenue: hype is +1000% in a day, but -99.9% in a month and let's be honest, entering at the right moment is almost impossible. while revenue-backed tokens are +60% per month take $HYPE as an example сonfident growth $26 → $41 (+58%) over the last couple of weeks and this doesn't happen by chance, there's proper mechanics behind it: platform fees → buyback tokens → burn/distribute to holders and I found an even more stable model - @1winToken key sustainability criteria: > supply cap: 10B (hard-coded) ​ > revenue linkage: daily burn & regular buyback > utility: play-based usage, cashback, network compatibility + potentially powerful narrative (analyzed in the post below) NFA, DYOR!

@getmoni_io Splin is true OG

Smarts interact Moni watches and smiles 💜

@getmoni_io hope I become Moni smart one day banger article fr

@Blum_OG based research with some convincing points

NEXT MAIN NARRATIVE IS STARTING TO TAKE SHAPE historically, long bear markets precede new narratives and we are now extremely close to a turning point a fairly long bear market + an empty market are signals of this so, what narrative awaits us? let's look at what never lies - numbers iGaming has insane revenue figures: - for 2025 - ~$91.63B - 2026 is projected at over $100B while their tokens currently have disproportionately small trading volumes for context, Starknet-like ecosystems: TVL $265.78M, just $2k 24h revenue $RLB case - tied token to real platform cash flow the result of this approach: ~70x post-launch so, my verdict: this narrative has extremely low entry rn but extremely high potential i start searching for smth similar, and came across @1winToken - It's in the top 10 biggest representatives of this narrative - daily burn & regular buyback mechanic from 1win revenue - already has a huge foundation and user base - 8 years of active, proven development - dual-native BNB + SOL structure with total fixed supply 10B NFA. DYOR!

@getmoni_io yep, fam, it's clear now

I guess you know what you should be doing right now 🫵

@getmoni_io @_____Ner0 good call, congrats!

Smells like success to me 💅 40x call from @_____Ner0 in the private Moni Community. CA shared at 120k MC. The rest was just watching it run. Boom → 4.8M! Conclusion: Monians are built different & the Moni Community is the place to be 💜

@getmoni_io @futarddotio Moni-chief keeps cooking

we cooked a deep dive on @futarddotio, the place for founders who want to go faster 🍝 what it is. what led to it. what it changes. what already happened. and the Moni verdict. worth the read. trust.

@getmoni_io i waited for it

@alphabatcher thanks bro, bookmarked will use these rules

90% of vibe-coded apps have at least one critical vulnerability ​ 15 security rules every vibe coder needs before shipping: ​ 1. Never build authentication with AI alone use proven auth providers 2. Keep every secret in environment variables, never inside your code 3. Set session expiration so stolen tokens cannot live forever 4. Verify every package AI suggests before installing it 5. Sanitize all user inputs before they touch your database 6. Add rate limits to your APIs to stop bots and abuse 7. Always enforce permissions on the server, never trust the frontend 8. Make storage private by default so users only access their own files 9. Restrict CORS to your real domains instead of allowing everything 10. Remove debug logs before deploying to production 11. Validate redirect URLs so attackers cannot hijack them 12. Set spending limits on AI APIs to avoid runaway costs 13. Verify webhook signatures before processing external events 14. Log critical actions like payments, role changes, and deletions 15. Keep test and production environments completely separate ​ Save this. Your future self will thank you

@getmoni_io alpha > Moni > money

🫳 🎤 💥

@getmoni_io @johny671154 real legends! lots could get tasty profits from their calls

Moni Community Weekly Profits Report 🫣 In the 🥇 place we have the well known JELLYBEAN, called by @johny671154 (X) at 300k market cap. The deployer described it as a “new Moodeng,” although it faded pretty quickly. There was more than enough time to secure profits here 👇 🥈 place gets a more interesting ticker, PMPR. The bot is basically a full clone of BANKR, but it still turned out to be a solid play. It managed to jump to a 1.3M market cap. The call was made by @hellios_og (X) at only 65k market cap, which resulted in a total of 19x. 🥉 place goes to SLURMIT. Nothing too extraordinary, just a regular memecoin with a frog named Slurmit, but it turned out to be a pretty solid call. @Mistik1_1_1 (X) called it at a 108k market cap, and at the highs it reached 1.5M, which means about 14x. That's just a small part of what happened this week. There were many more profitable calls, far more than we could realistically fit into a single post or even two. If you want to see the full picture, the easiest way is to join the community and follow everything in real time.

@getmoni_io I liked it and gonna share w/ my friends

Moni Browser Extension updates keep coming 💌 Invite Сodes You can now create invite codes to the trading section of the Moni Browser Extension for your friends. Click the *Invite* button, generate your personal code, copy it and send it. Simple as that.

@getmoni_io alpha hunters gotta take the opportunity

Internship Wave #3 Is Open 🧙‍♂️ Monians, we’re launching the next round of applications for those who want to join the Moni Private Community! Only 4 Interns this time, so we can give everyone real attention. Quality > quantity. Want in? Details below 👇 How Internship works: • Application phase (open now) The form will stay open for one week. After it closes, we’ll announce the 4 selected interns and assign them the *Intern* role on Discord. • Internship week (1 week) Once the Intern role is assigned, the week officially begins. This is your time to show how you contribute, how involved you are, and what strengths you bring into the community. • Evaluation After the internship week, we’ll review everyone’s activity. If someone barely contributed they’ll simply lose the Intern role. If someone delivered real value — they’ll be promoted to *OG 🐐* and continue building with us. Why become an Intern or OG? • As an Intern: Access to the Moni Private Community • As the OG: Access to the Moni Private Community + free access to Moni Discover + the opportunity to get a custom PFP if you're active enough. How to apply? -> Step one — join our Discord: discord.com/invite/getmoni -> Step two — fill out the form: moni-alpha.notion.site/3176fd7903ca81… That's it. Good luck to everyone! We're excited to meet the next generation of builders 💜

@getmoni_io i like the most trading directly on X feature good job, Moni!

@getmoni_io its like vine, becomes even better over time

our artist drew this before the elections. since then, intern wanted to use it many times, but every(!) time something happened that made the post irrelevant... it’s been collecting dust for a year. our artist deserves better! so here you go. p.s. tired of winning