TVM Labs News

By popular request from the community, GOSH has listed the Qwen3.8-27B-FP8 model on DEX.DO at an average price below market: just 40 Shells per 1M tokens for both input and output. The model is hosted by GOSH team 🚀

Have a great weekend, everyone! 🙂

https://markets.dex.do/#net=mainnet&market=0%3A26ad1bea0b78b0497e89ef1162c35d07af3c428e6c1f510afd21fe4524edacec

Acki Nacki News
Update - 25.09.26

This update brings together the main Acki Nacki progress from the week: Node & SDK, Bridge, and DEX.DO.

⚙️ Node & SDK

Multithreading testing is in progress:
🔹 external message processing
🔹 node compatibility with the bridge

Once testing is complete, multithreading will be rolled out to Shellnet.

🤖 Bridge

Public testing of the Bridge withdrawal functionality continues.
Meanwhile, we have two priorities in progress:

🔹 implementing the ackinacki-bridge deposit CLI, which will allow users to deposit tokens from Sepolia to Shellnet;
🔹 making the Bridge compatible with the multithreaded network: the multithreading release to Shellnet is close, and it must not interrupt the Bridge public beta.

📊 DEX.DO

🔹 A new dexdo-cli release, v0.5.0, is now available.

🔹 The release adds support for text-only requests through the OpenAI Responses API (POST /v1/responses) and improves token usage tracking and buyer request statistics. It also includes a guide for withdrawing funds from a PrivateNote and collecting late ECC[2] refunds with dexdo note sweep.

🔹 PrivateNote recovery from stale deal records and withdrawal destination validation have also been improved. Unsupported tool calls are now rejected before contacting the seller or charging the deal.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-25.09.26

Acki Nacki News
Update - 18.09.26

This update brings together the main Acki Nacki progress from the week: Node & SDK, DEX.DO, Bridge, and Popit Music.

⚙️ Node & SDK

The new node release v0.19.2 was primarily focused on resolving the queue is full issue in DApp 000...0001. The issue has already been resolved for all applications except miners, while the network upgrade is still in progress.

📊 DEX.DO

🔹 A new dexdo-cli release, v0.4.0, improves PrivateNote deployment and recovery, strengthens diagnostics and settlement handling, and fixes several buyer/seller workflow issues. It also adds safer nonce management and prevents --mock-model from being used on production Mainnet.

🔹 We continue working through the remaining issues based on their priority. If a particular issue is especially important to you, please react to it on GitHub or mention it in this chat so we can better understand its impact.

🤖 Bridge

🔹 Public testing of ackinacki-bridge-cli continues on Shellnet. We are also working on simplifying the CLI installation process and expanding metrics coverage for the Bridge.

🔹 The deposit relayer, including the EVM light client and EVM data prover, has been launched on Shellnet. In addition, a new EthBeaconLightClient.sol contract was deployed as part of the Bridge smart contract system on Shellnet to store and verify on-chain proofs that EVM blocks committed to Acki Nacki belong to the canonical EVM chain.

🔹 With the multithreading release on Shellnet approaching, this week we prepared the changes required to redeploy the Bridge immediately after multithreading goes live on Shellnet.

🎵 Popit Music

A major Popit Music update has been released: the track generation pipeline has been fixed, a track parts editor has been added, the authentication flow has been updated, and artists can now change their artist name.

Follow Popit Music on 📲 (https://x.com/popitmusicai) to stay up to date with announcements and updates.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-18.09.26

✅ The queue is full issue has been fixed

The issue that could cause applications in Dapp 000...0001 to receive the queue is full error has been fixed for all applications except miners.

✍️If you encountered this error before, please try the operation again and let us know if the issue persists

Acki Nacki News
Update - 11.09.26

This update brings together the main Acki Nacki progress from the week: gosh.ai, Bridge DEX.DO

🌐 goshai

🚀GPU server pools are now available to join on gosh.ai. Users can join shared pools on high-performance GPU servers to run leading open-source models at below-market prices.
Commitments start at $2,000 per month. Funds are held in escrow and remain refundable until the server boots; once the pool is filled, the server launches within 24 hours. Participants can also move to newer models as they become available.
👉 Join a pool: https://gosh.ai/enterprise

🤖 Bridge

The Bridge repository was published today! https://github.com/gosh-sh/bridge
The first release of the ackinacki-bridge CLI is now available, with support for withdrawals from Shellnet to Sepolia.
👉 Release
👉 Quick Start

📊 DEXDO

Over the past week, two new DEX.DO CLI releases — v0.2.1 and v0.3.0 — were published.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-11.09.26

Acki Nacki News
Update - 04.09.26

This update brings together the main Acki Nacki progress from the week: DEX.DO and gosh.ai.

📊 DEXDO

🚀 DEX.DO Season 2 is now live on Acki Nacki Mainnet. Users can earn points by trading AI model access, consuming purchased inference, and inviting new participants. Points accumulated during the incentive program will convert into a NACKL allocation once all seasons are completed.

🔹 A live leaderboard is available at app.dex.do, where participants can track their rank and progress throughout the season.

🔹 Join Season 2 · Program page · Full rules

🌐 goshai

gosh.ai is now live. The service for purchasing and managing AI model credits is now available, allowing users to purchase SHELL for use with DEX.DO.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-04.09.26

🚀

🤩 DEX.DO Season 2 is live — trade AI access, earn NACKL

Season 2 of the DEX.DO incentive program is open on Acki Nacki Mainnet. Your activity now earns points that convert into a NACKL allocation once all seasons end.

⚙️ How it works

1. Connect a wallet — sign in with your Acki Nacki multifactor wallet
2. Use it and invite — jump into the marketplace and bring friends along. Every meaningful action earns points (the biggest ones below)
3. Claim — when all seasons end, reveal your activity and claim your NACKL reward

💰 What earns the most

Real usage beats farming. The highest-weighted action is actually consuming the inference you bought — the strongest signal, and the hardest to fake. On top of that:

🔺 Model access trading — place and fill orders in the AI model order book; activity across different models counts.
🔺 Referrals — invite via your link; counts once your referral connects and makes their first activity.
🔺 Secondary market & hedging — coming soon. A live leaderboard is up — track your rank and compete for the top: https://app.dex.do

🚀 Fair by design

- Hidden point weights keep bots and gamers out — the actions and rules themselves are public.
- No bots, no cheating — trading with yourself or farming with extra accounts won't count. Checked when you claim.

😈 Participate in a Season 2: https://app.dex.do/connect

Program page
Full rules

Questions or bug reports? Drop them in the group

Acki Nacki News
Update - 28.08.26

This update brings together the main Acki Nacki progress from the week: AVM SDK, goshai, DEXDO, Bridge, Node & SDK, Wallet, and Popit Music.

🛠 AVM SDK

🚀 The AVM SDK is now publicly available. This is an important step in Acki Nacki's transition to the Acki Nacki Virtual Machine (AVM), which is expected to improve network performance and make smart contract execution more efficient.
Developers can already use the SDK to build smart contracts in Rust, test them locally, work with contract state and events, and verify contract behavior before deployment.
The repository also includes documentation, examples, and getting-started instructions.
If you find a bug or think something is missing in the documentation, please open an issue in the repository.

🌐 goshai

The SHELL purchase service for use with DEXDO and goshai product subscriptions has been developed and is now in testing. It will be released alongside DEXDO Season 2 Points and Rewards Program on Mainnet.

📊 DEXDO

🔹 A new public DEXDO CLI release is on its way. The upcoming version significantly improves the UX: wallet onboarding and market tooling now include a new interactive mode and additional functionality. It also expands the canonical model catalog and introduces several new recovery and diagnostic commands. Model naming validation has been added.
🔹 Mainnet support has been added to markets.dex.do (data will become available once indexing is operational). The interface now also supports simplified model naming for search.

🤖 Bridge

Development of the ackinacki-bridge CLI is underway. Its first feature, withdraw, will initially support test USDC withdrawals from Shellnet to EVM Sepolia. Stay tuned for announcements.

⚙️ Node & SDK

The network is undergoing upgrade to v0.19.1 release right now. The release adds GraphQL event filtering by src_dapp_id and extra-currency delta tracking in messages and transactions, adds new external-message queue metrics and updated queue limits and block gas limits, and includes fixes across transaction data handling, eccUSDC Bridge, attestation processing.

👛 Wallet

The GOSH TLS library repository is now publicly available. This Rust-based library provides tools for establishing and working with TLS connections, including certificate handling and TLS session data, and is used as part of the secure networking stack.
Repository: github.com/gosh-sh/gosh_tls_lib

🎵 Popit Music

Popit Music has just shipped an update fixing the main music generation bugs:
🔹 No more long 8-minute tracks with audio that gradually degraded as the track played
🔹 Proper endings are back on all tracks — the broken fade-out at the end is gone
🔹 A step toward fewer copyright errors falsely triggered by users' own recorded material

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-28.08.26

🚀 AVM SDK is now available to everyone

An important milestone for Acki Nacki developers: we have made the AVM SDK public — a toolkit for building smart contracts for the Acki Nacki Virtual Machine.

The transition to AVM is a major step toward significantly improving Acki Nacki performance and making smart contract execution more efficient.

⚙️ Developers can already:

• build smart contracts in Rust;
• compile and test them locally;
• work with contract state, events, and contract-to-contract interactions;
• verify contract behavior before deploying to the network;
• use ready-made examples as a foundation for their own projects.

The AVM SDK repository is now public, together with documentation, examples, and getting-started guides.

🔗 AVM SDK on GitHub
📖 Getting Started
🧩 Contract Examples
📦 Latest Release

This is only the beginning of Acki Nacki’s transition to AVM — the next stage of the network’s evolution, opening up new opportunities for developers to build faster and more efficient applications.

Found a bug or missing documentation? We’d be happy to hear from you:
🔗 https://github.com/gosh-sh/avm-sdk/issues

Acki Nacki News
Update - 21.08.26

This update brings together the main Acki Nacki progress from the week: DEX.DO, Node & SDK, and gosh.ai.

📊 DEX.DO

🔹 dexdo-cli is undergoing a major UX update. The team is implementing three ways to link your wallet:

- local multisig for deep technical CLI integrations,
- Acki Nacki Wallet application for Wallet users and Points and Rewards Program participants
- goshai platform for the people outside the community.

Overall CLI UX will also be significantly improved in the next release.

🔹 dexdo-cli v0.0.23 has been released with the 1st part of UX improvements:

- The onboarding QR code now renders as a real image in kitty, iTerm2, and sixel-capable terminals.
- Fewer required flags — --pool, --contracts, and the multisig pair are no longer mandatory, making the CLI easier to use.
- The CLI now runs from any directory: the contracts manifest ships inside the binary.
- note balance now shows whether a note is busy.
- Buyers see the probe-tick cost before paying.
- Windows: the seller no longer crashes silently.

🔹 Support for Acki Nacki Mainnet on markets.dex.do is in active development and will be available shortly.

⚙️ Node & SDK

🔹 The rollout of v0.19.0 to the network is in progress. The release introduces a DApp execution scheduler, so that mining no longer affects neighbouring DApps. This will reduce the number of queue is full errors for all applications outside DApp 1, but does not address indexer overload.

🔹 The Block Manager API now parses src_dapp_id (source DApp ID) for type 4 events — a new event type supported starting from TVM Solidity Compiler v0.81.0, already available in both Shellnet and Mainnet. DApp developers can now query precisely their DApp’s events which dramatically reduces the data processing on the DApp side.

🌐 goshai

The goshai subscription and sub-account creation service for funding payments on DEX.DO is in active development and will be available in integration with dexdo-cli shortly.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-21.08.26

Acki Nacki News
Update - 14.08.26

This update brings together the main Acki Nacki progress from the week: DEX.DO, Bridge, Node & SDK, Popit Music, and Documentation.

📊 DEX.DO

DEX.DO is now live on Mainnet, with full public access coming alongside the next public dexdo-cli release.

🔹 This week, DEX.DO CLI development focused on Mainnet readiness, introducing new wallet onboarding and automated funding flows, network selection and deployment support, operator tooling, and improved model and deal diagnostics. Multiple fixes also improved buyer and seller recovery, settlement and refunds, gas handling, wallet safety, gateway reliability, and overall CLI stability.

🤖 Bridge

Both deposit and withdrawal circuits have successfully passed their final audits. The complete deposit flow and supporting infrastructure are now undergoing audit.

⚙️ Node & SDK

🔹 Performance testing of the multithreaded node implementation has been completed, with the results meeting our expectations at this stage. MessageDB has moved to the load testing stage. Several fixes have also been made to the node synchronization mechanism in a multithreaded environment, while work continues on an external message queue scheduler to ensure fair processing of external messages.

🔹 TVM-SDK v3.0.5.an has been released (https://github.com/tvmlabs/tvm-sdk/releases/tag/v3.0.5.an). The update makes the execution fee constant for executions that fail due to an execution timeout, improving fee predictability in timeout scenarios.

🎵 Popit Music

An update is coming in the next few days, fixing the 7:59 track length issue and the related sound quality drop toward the end of tracks, while also improving the sound of TECHNO and ACID genres. COMPOSER has also been improved with a fix for the LENGTH 16 display and new contextual hints explaining NOTE / VEL / AUTO modes.

📚 Documentation

A new guide on exchanging eccUSDC for SHELL via the Accumulator has been published in the Acki Nacki documentation.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-14.08.26

Acki Nacki News
Update - 07.08.26

This update brings together the main Acki Nacki progress from the week: DEX.DO, Bridge, and Node.

📊 DEX.DO

🚀 DEX.DO Season 2 launches on Mainnet next week! Stay tuned for the official announcement.
🔹 A new ‘dexdo-cli’ release is coming with support for the latest contract updates. Key improvements will include:
— deadline support for both BUY and SELL orders;
— improved access to AI models for users connecting via VPN;
— AON|FOK is now the default execution mode for immediate BUY orders;
— the new ‘--wait-for-seller’ option, allowing buyers to place orders even when no seller is currently available.

🔹 The release also will include numerous fixes and improvements across buyer and seller workflows, further enhancing the reliability, stability, and overall trading experience in DEX.DO.

🤖 Bridge

🔹 The Deposit Circuit has successfully passed verification and is now undergoing its final audit.

🔹 History data proofs are now being successfully submitted to the Sepolia contract, keeping it synchronized with the latest Acki Nacki block history and completing a key step toward withdrawal support.

⚙️ Node

Active performance testing of the multithreaded node implementation is underway to optimize scalability and throughput, while development of the new MessageDB storage layer continues.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-07.08.26

Acki Nacki News
Update - 31.07.26

This update brings together the main Acki Nacki progress from the week: DEX.DO and SDK.

📊 DEX.DO

'Shellnet' Points & Rewards Season 1 has officially concluded!
A huge thank you to everyone who participated and helped shape the future of Acki Nacki. 🎉

🔹 We apologize for the reward calculation issue that occurred on the final day of the season. The historical data has been successfully reprocessed, and all rewards for the last 24 hours have now been restored and credited.

🔹 We're working on a new feature that will allow buyers and sellers to fund their Private Notes directly from their Acki Nacki Wallet, making it even easier to manage your trading funds on DEX.DO.

🚀 Stay tuned for the announcement of DEX.DO Season 2 on Mainnet!

🔹 DEX.DO CLI has been updated through v0.0.16–v0.0.19, adding support for the latest 'Shellnet' contracts (v4.0.31) and the new multisig wallet (v2.2.0), while improving transaction safety, recovery mechanisms, diagnostics, security, and the overall reliability of DEX.DO trading workflows. DEX.DO CLI v0.0.20 is expected to be released soon.

⚙️ SDK

🔹 Bee Engine now supports the new 'UpdateCustodianMultisigWallet_v2' multisig wallet, ensuring compatibility with the latest wallet infrastructure across the Acki Nacki ecosystem.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-31.07.26

🚀 DEX.DO Season 1 on 'Shellnet' is entering its final phase

The Shellnet contracts have been updated to support contract version 4.0.30 and the new UpdateCustodianMultisigWallet_v2 (v2.2.0).
We're now entering the final phase of DEX.DO testing before the Mainnet launch. Testing is open — feel free to create new orders and continue testing.

⏳ Season 1 testing will remain open for at least another 24 hours, but it may end at any time after that—so don't miss your chance to participate!

Update dexdo-cli to the latest version (v0.0.18):
https://github.com/gosh-sh/dexdo-cli/releases/tag/v0.0.18

Then:

• Log in to AN Wallet using the same keys as before
• Sign in to DEX.DO: https://dex.do
• After connecting DEX.DO to your AN Wallet, you'll automatically receive a new multisig wallet - UpdateCustodianMultisigWallet_v2. Support for the previous multisig wallet version has been removed from dexdo-cli, so use the seed phrase and address of the new multisig for all further testing.
• Deploy a new Private Note before continuing testing. Do not use previously created Private Notes

😈 If you encounter any bugs or issues during testing, please report them here:
https://github.com/gosh-sh/dexdo-cli/issues

Thank you for helping us make DEX.DO even better! ❤️

Acki Nacki News
Update - 24.07.26

This update brings together the main Acki Nacki progress from the week: DEX.DO, Node & SDK, Bridge, and Popit Music.

📊 DEX.DO

🔹 The new version of dexdo-cli is now available, bringing a range of fixes and improvements for greater reliability and a smoother user experience. The update resolves issues with model-only orders, Private Note deployment, buyer and seller workflows, Anthropic API support, clock-skew validation, error reporting, and fund provisioning, while also strengthening recovery mechanisms and improving Hermez SRS validation.

🔹 ‘Shellnet’ has been fully prepared for the upcoming contract upgrade. All testers must close all active deals and withdraw their rewards from Private Notes to their wallet in app.dex.do before 16:00 CET on July 25 to ensure no funds are left on the old contracts.

⚙️ Node & SDK

The network upgrade to v0.18.1 has begun. The release improves node finalization time, performance and stability.

🤖 Bridge

Another audit cycle has been completed. Several issues were identified during the review, and the team is actively working to address them before the Bridge Public Beta release.

🎵 Popit Music

A major Popit Music update is live just in time for the weekend!

🔹 The song creation engine has been upgraded to a new version, with more generation controls and a more stable creation flow.

🔹 We’ve also introduced a new entry point: the Sequencer.

🔹 A large number of bugs and service issues have been fixed.

🔹 You can now sort your created tracks, completely hide them from the list, regenerate covers for tracks and playlists, generate images for artists and Popcoins, and download them.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-24.07.26

🚨 URGENT FOR ALL DEX.DO TEST PARTICIPANTS 🚨

⚠️You have 24 hours to withdraw all rewards from your Private Notes to your wallet in app.dex.do (https://app.dex.do)

In the coming days, the contracts on the `Shellnet` test network will be updated, and any funds remaining in your Private Notes may become inaccessible.

Acki Nacki News
Update - 17.07.26

This update brings together the main Acki Nacki progress from the week: DEX.DO, Node & SDK, and Bridge.

📊 DEX.DO

🔹 DEX.DO Bug Bounty program is in development. Stay tuned!

🔹 DEX.DO CLI has been updated to v0.0.12. The release fixes a critical security issue affecting withdrawals from previous-generation Private Notes, restores compatibility with the updated Shellnet and the new ‘Halo2/Hermez KZG prover’, and improves order management by ensuring that scanning no longer stops when it encounters already executed orders. All changes have been successfully validated through a complete end-to-end DEX workflow.

🔹 The migration to the Hermez trusted setup–based KZG has been completed. This significantly simplifies ‘halo2-prover’ setup and reduces initialization time of private note deployment. All components are now running on the final secure configuration, providing the foundation for future development and releases.

⚙️ Node & SDK

🔹 The rollout of network upgrade v0.18.0 has started (https://github.com/ackinacki/ackinacki/releases/tag/v0.18.0).

This release unlocks the technical possibility to release DEX.DO in Mainnet.

It introduces major enhancements, including the integration of a fully on-chain DEX and the AI Inference Market, the completion of the USDC Bridge with Halo2 proof verification, a new History Proof system and Poseidon Merkle Tree-based block identifiers, required for ZK Bridge, significant node performance and reliability improvements, as well as updated TVM-SDK and infrastructure for the ZK bridge.

🔹 TVM-SDK v3.0.4.an has been released (https://github.com/tvmlabs/tvm-sdk/releases/tag/v3.0.4.an). The SDK now supports verification of ‘Halo2/KZG zero-knowledge proofs’ through the new TVM instructions ‘ZKHALO2VERIFY’ and ‘ZKHALO2VERIFYWITHVK’, extending the existing support for Groth16 and Poseidon. The release also introduces the ‘CHKHISTPROOF’ instruction for verifying Merkle proofs of block history in TVM.

🔹 TVM Solidity Compiler v0.81.0 has been released (https://github.com/gosh-sh/TVM-Solidity-Compiler/releases/tag/gosh_0.81.0). ‘dapp_id’ field is added to the contract events, allowing DApp developers to query only their DApp’s events for indexing.

🤖 Bridge

Bridge TVM instructions are being rolled out to the network in v0.18.0 release. These may be not the final version of them, as the audit is still ongoing. With this v0.18.0 Network Update we are getting very close to the ZK Bridge release.

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-17.07.26

Acki Nacki News
Update - 10.07.26

This update brings together the main Acki Nacki progress from the week: DEX.DO, Node & SDK, and Bridge.

📊 DEX.DO

🔹Released DEX.DO CLI (https://github.com/gosh-sh/dexdo-cli) - the official command-line interface for DEX.DO, making it easier to automate trading workflows, test the API, and integrate DEX.DO with AI agents. Community feedback is welcome — report issues at https://github.com/gosh-sh/dexdo-cli/issues and support the project by starring the repository.

🔹The Season 1 Points & Rewards program continues on Shellnet, with ongoing testing and refinement.

🔹Secondary markets (predictions on AI events and model prices) are coming to the Points & Rewards program soon.

🔹Published the DEX.DO Points & Rewards FAQ.

🔹Started work on a Bug Bounty program for DEX.DO — rewards for finding and reporting bugs, so we harden the protocol together. More soon.

🔹Continued preparations for bringing DEX.DO to Mainnet.

🤖 Bridge

The bridge integration layer is now being implemented, including the relayer and the components responsible for end-to-end proof generation and delivery.

⚙️ Node & Network & SDK

Continued preparations for the next releases required for DEX.DO. The upcoming SDK introduces Halo2 proof verification instructions (`ZKHALO2VERIFY`, `ZKHALO2VERIFYWITHVK`) and a new instruction for block history Merkle proof verification (`CHKHISTPROOF`).

Thanks to everyone in the community for following along.

Main version: https://docs.ackinacki.com/acki-nacki-news#update-10.07.26