Honored to own one of these now 👀 Huge thanks to @d_gusakov for bringing me this gem at @EthPrague! 📚🫡

still can't believe the solidity team hasn't prioritized solving stack too deep at any cost lol, "let's instead let's do a new solidity language nobody asked for" smh

Time to see how strong GPT-5.4 Cyber really is 👀

EVMbench for Solana: Trident Arena, a multi-agent AI security scanning solution. 21 out of 30 critical/high-severity vulnerabilities found across 6 open source Solana code bases in benchmarks. 70% true positive rate. See it in action: During a manual audit, TridentArena helped us find a critical-severity issue (later fixed), making @MetaDAOProject even more secure. Built by the School of Solana senior auditors, securing leading protocols. Time to IBRL of Solana security audits! Launch blog post: ackee.xyz/blog/trident-arena… Request access → tridentarena.xyz/ Follow @TridentSolana for product updates and insights.

We ran EVMbench on @zellic_io's public dataset, high-severity only. @WakeFramework beat OpenAI by 96%. Looks like AI isn't killing this startup yet. EVMbench (codex-gpt-5.2-xhigh): 22/94 Wake Arena (already tested pre-release): 43/94 github.com/Ackee-Blockchain/… @OpenAI @paradigm @osec_io

The AI security trilemma Every AI security tool must solve this: optimize for detection rate, false positive rate, or cost. Can’t have all. Detection rate We focused on what matters most: high-severity and critical vulnerabilities. First benchmark: outperform plain GPT-5. If we can’t beat the best base model, there’s no point building a tool around it. Result: 43/94 vs 24/94. Then benchmark against competition. Zellic V12 - the only AI team to publish reproducible benchmark. Thank you for that. Result: 43/94 vs 41/94. False positives This is where we spent most of our effort. A tool that floods auditors with false positives only steals time. Target: get it under 50%. Cost Aim to generate positive revenue. Could find more issues running more models multiple times with unlimited LLM token budgets. But Wake Arena has to be economically reasonable. → The Result A tool we use ourselves. Wake Arena now runs as the 6th step in Ackee’s manual audit methodology (after fuzzing). A safety net for manual reviews. One that will grow stronger as LLM capabilities evolve.

Wake Arena: multi-agent AI audit with graph-driven reasoning and LLM-tailored static analysis. 43/94 high-severity vulnerabilities found in historical audit competitions. 26 findings, including 5 criticals in 4 production audits by Akcee in Nov 2025. Full benchmarking report: ackee.xyz/blog/wake-arena-mu… Built by senior auditors securing Lido, Aave, Axelar, and Safe. 50% true positive rate. Scan your protocol → ackee.xyz/wake/arena Follow @WakeFramework for product updates and insights.

Just presented "State of Fuzzing: Closing the Circle From Machine to Human and Back" at DeFi Security Summit. The evolution of smart contract testing → from blackbox automation to auditor-guided fuzzing to AI-assisted workflows. Thread ↓

The first VS Code extension for Solana is here. Real-time security analysis fuzz coverage visualization. Built by the auditors and educators behind School of Solana. Thread ↓

Everything you need for secure Solidity development. In 1 tool. • Slither: Static analysis only • Hardhat/Foundry: Testing some features • Wake: ALL features combined → testing, fuzzing, static analysis, language server New Rust testing core = same syntax, much faster execution ↓

Yesterday, Tim Ferriss released an interview with the world's scariest hacker, Pablos Holman. Here are 6 insights that every Solidity developer and smart contract security researcher should know. Thread ↓

Perfect security. Zero reentrancy, bulletproof access controls, 100% test coverage. Yet, an attacker front-ran and hijacked user assets. Here's how Wake's Manually Guided Fuzzing catches what traditional testing misses: Thread ↓

Before diving into manually guided fuzzing, I always start by checking the available contract functions — using the Public Functions Printer in VS Code. Now available to everyone with the Solidity (Wake) extension! Don't skip this step. Know what you're testing. 👨‍💻🔍

At ProtoLayers: @michprev from @ackeeblockchain showcasing how Python-based tooling actually works for Solidity with @WakeFramework

📢 NEW SPEAKER ANNOUNCEMENT Say hi to @michprev, Head of Tooling at @AckeeBlockchain, who’s joining the ETH Belgrade 2025 speaker squad. He’ll drop his take on the State of Python Tooling for Solidity Development. ---------------------------------- ETH Belgrade 3 starts June 3rd – mark your calendar! 🎟 Get tickets  → bit.ly/3EA2Fxb 🤝 Become a sponsor → bit.ly/4jOaMGW 🛠 Apply to hack → bit.ly/3CrRypL

1/ Fuzzing is a well-known software testing technique, but what is Manually-Guided Fuzzing? This innovative testing approach combines the strengths of stateful and white-box fuzzing to deliver more efficient and targeted vulnerability detection. ↓

You can open verified contracts on Sourcify with Wake!