Pyler Durden

[CryptoMalina @malina632632]

Time for a deep dive on a project that’s been flying under the radar — $HERA from @HeraAggregator . This isn’t a dead project. It’s been in a long, quiet accumulation phase for years.

Thread🧵🔽

[Hera @HeraAggregator]

gm

@solana is packed with insanely sharp builders! 🧠

that’s exactly why launching Hera v3 here first keeps feeling like the right call. the amount of work happening around liquidity, math, infra, tooling, blockspace, and execution is honestly different. we’ve taken a lot of inspiration from that energy while improving our own core around liquidity topology, agent-trained pair entropy, and deeper pathfinding.

@helius doesn’t stop shipping. even when things already feel good, they keep building side quests that make life better for both devs and users.

@jito_labs keeps pushing the execution and blockspace side forward, and that matters a lot when you’re building serious routing infra.

@JupiterExchange and @dflow are in the same arena as us, and respect where it’s due. they keep pushing for better trading, better output, and better market structure.

teams like @anza_xyz, @blueshift and the team at @solana_devs keep making the builder base stronger every day, constantly supporting builders and helping the ecosystem move forward.

and founders like @toly are always close to the community, reading the room, staying sharp, and thinking clearly about what comes next.

honestly, we’re enjoying this. now we just want to finish the execution layer, fire up the engine, and bring Hera to mainnet.

full throttle.

next stop: mainnet 🌝

[Hera @HeraAggregator]

then let us introduce you to our beta: https://t.co/KztpXoRu1Q ✅

an internal LM-powered core with unique pathfinder capabilities, built to reach liquidity wherever it moves, search through deep mathematical possibilities, and find the most efficient route through homogenized liquidity. soon it will also be backed by self-training game theory logic, with expansion capability across both SVM and EVM. we believe liquidity math should be core infra for every chain. not a feature. a requirement.

for now, it’s only available to test and explore. execution layer is coming soon.

might be worth a look :)

[Pyler Durden @PylerDurden]

@the_economystic @MultiversX paid shiller

[Hera @HeraAggregator]

development progress update ☑️

pipeline items close to done 👇
▪️ finishing the flow for integrated but not yet connected MMs
▪️ bringing new liquidity sources online
▪️ fixing two minor anomalies found in the fetching modules
▪️ improving the math for cases where the same source is used more than twice in routing
▪️ shipping a few small UI updates

major work still in progress 👇
▫️ programs + tx design + fallback flow
▫️ targeting optimal execution under v0 constraints
▫️ preparing the layer for the potential v1 transaction architecture
▫️ pushing route and call optimization even further
▫️ reducing centralization tradeoff risk and designing alternative relayer strategies

also in motion - side developments👇
▫️ infra improvements across the full VM stack
▫️ building clawbot, externally trained but powered by Hera data, for isolated review and improvement flows across all versions
▫️ moving propAMM strategy toward a fully verified model
▫️ redesigning the interchain architecture at a much broader level

no pain, no gain 😏

[Pyler Durden @PylerDurden]

@beniaminmincu Don't bother. MultiverseX is dead. Your attempts to revive it won't do any good. You're better off paying more money to Shilling.

[Hera @HeraAggregator]

@yo_itsmatt @colosseum @aigntfun @HeraAggregator [https://t.co/bFM4QKzyVU]
AI-native liquidity intelligence
the DEX aggregator.

[Hera @HeraAggregator]

After a long wait,
Hera V3 beta is finally live on @solana 🔔

During beta, you can jump into the interface, check routes and quotes, and feed us with your feedback. Execution will stay disabled for now, and both the pathfinder and the UI will keep getting better every single day.

Bad routes, broken stuff, weird behavior, or anything you think should be improved, all of it is valuable.

Take a look now: https://t.co/KztpXoRu1Q ✅

[Pyler Durden @PylerDurden]

@CCT_TradingZone @reisnertobias @HeraAggregator $Hera Time to shine!

[CryptoCoinTalk @CCT_TradingZone]

@reisnertobias @HeraAggregator is worth taking a look at. An unique dex aggregator that uses AI technology to generate the best possible (safe) swap rates. They're launching the beta on Solana today and expect to compete with Jupiter. They'll be on EVM aswell. Great tokenomics, utility, vision

[Pyler Durden @PylerDurden]

@mvxvault @beniaminmincu 0.001

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[Hera @HeraAggregator]

We’re back, fam! 😝✊

The past month’s been rough with some serious family health stuff on the core-dev side, but the Hera Solana grind never stopped. Here’s where we’re at right now 👇

> AMM integrations took way longer than expected, but they’re finally wrapped. Private AMMs were definitely the grindy part. New liquidity sources keep popping up daily, so we’re staying aggressive about keeping everything synced and active.

> With @solana DEX aggregator competition heating up, we pushed multiple routing + pathfinder algorithm upgrades. The ecosystem is moving fast, and our internal LLM-driven architecture has been a huge edge for nasty edge cases.

> Now moving into execution testing. Core programs are entering the final SVM-ready stage, IDLs are getting locked in, and we’ve got extra security programs lined up for reviews. Hera has never been tied to even a minor exploit, and we plan to keep it that way.

> We also built a full simulator environment for quote comparisons and swap stress tests. Parallel execution is being tuned hard: low latency, clean quotes, solid execution paths, compute-efficient routing.

> UI is basically there. The full pathfinder <-> frontend integration is complete: API quotes, route parsing, and request structures are now fully aligned. What’s left is mostly deployment polish.

> Infra is locked in: Kubernetes architecture, AWS autoscaling/LBs + CF shielding, plus blackhole-style rules against hostile traffic. Pathfinder can scale up or down purely based on demand.

> Quote manager is ready. Every UI/API request flows through the internal AI operator layer before execution, fully modular and designed around the pathfinder core, CPI flows, and program interfaces.

> Route selector is also live. Users can directly control routing behavior: prioritize speed, maximize output, or just stick to the default path. One of our key UX features, and it’s ready.

We won’t claim always best quotes, real markets have too many variables. But we will ship a protocol that never stops hunting for the best execution.

Targeting an execution-disabled UI release in Feb: closed environment, live conditions, real community feedback. After that, official mainnet deployment is the only step left.

More updates soon. Loud phase incoming! 🌋

[𝑹𝒊𝒊𝒄𝒉𝒂𝒓𝒅 🧠 💡 @iam_riichard]

many teams would’ve given up, but not $HERA | @HeraAggregator dev team

363 days and this team is still locked in 🔥

can’t wait to show y'all what we’ve built

2026 is gonna be a new H-ERA

[Hera @HeraAggregator]

coo0o0ooking . . .
AI-native liquidity intelligence on @solana 👨‍🍳

[Hera @HeraAggregator]

We’re getting closer to the @solana realm, and yeah, the excitement’s kicking in hard. Here’s a quick rundown of where we’re at in the dev process 👇

> The Hera core-AI module has passed all integration tests successfully, no compatibility issues at all. So yeah, the environment’s fully ready for native agents.

> Market maker integrations are in progress. Most AMMs are done, but we’re taking extra care with the private MMs since the efficiency there is insane. Pathfinder needs to operate with 100% accuracy just like on EVM, and all the configs for that are being finalized.

> Since we want Hera v3 to run flawlessly, we’ve built a simulation environment for swap tests that’s fully compatible with the SVM architecture. The integration process is being validated and packaged, perfect modular sync incoming.

> We’re also working on lightvm to build core programs like the router and manager. As integrations move forward, our program and IDL structures are becoming more defined.

> UI development is led by @v21studio, and sneak peeks are dropping soon. We’re putting serious effort into the user side because that part has to be spotless. FYI, it’s gonna be dope!

> API testing hasn’t started yet, but all the prep work is done. As soon as integrations are complete, we’ll launch API structure and the quote manager protocol.

> On the AWS and CF side, we’re running a new experimental AI module with limited decision capabilities for now. It’ll handle offchain optimizations based on its own server-side suggestions.

We’ve seen the recent "DEX aggregator wars" heating up on the Solana side. Unfair comparisons, cherry-picked screenshots, inflated outputs, and all sorts of logic tricks using version names. We’re coming to Solana to offer a real alternative to Jupiter. We’re watching, learning, and we won’t stay silent when we see unfair play.

Lastly, we’re preparing to share real, fair "vs X" quote comparison reports for Hera v3 soon. We’ve already noticed a few things behind the scenes, so it’s time to prove them. After that, we’ll move to the mainnet deployment phase. We’re grinding hard in the lab to make hera[.]ag the go-to swap engine on Solana.

See you in the next post, fam! ☔️⚔️🔮✅

[Pyler Durden @PylerDurden]

@MultiversXUSA More likely Nokia in 2010!

[Henrik Zeberg @HenrikZeberg]

The Big End-Rally begins now!

Hold on (especially to your sanity and sober mind) into this coming extreme rally!

There are things in life which end just as it feels the best!

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Take it for what it is. The last explosive phase in a mssive Bubble! Be vigilant and flexible.

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Follow it here:
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[Crypto Fear and Greed Index @CFGI_io]

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