TestMachine

🚀 New on the TestMachine blog: We sat down with Coinbase's security team to unpack how TestMachine powers token safety behind Coinbase’s new DEX expansion, enabling trading across millions of ERC-20 tokens without compromising trust. From hidden token privileges to continuous AI-driven monitoring, here’s the inside story on how @coinbase scales token listings securely with TestMachine. Read the full interview 👉 testmachine.ai/blog-posts/coi…

The point: When Azimuth catches 70% of the bugs that actually drained $1B+ in production, it's not optional. AI doesn't replace auditors. But when it catches Euler's $197M bug? You can't ignore it. Try a 14-day free trial of Azimuth: app.testmachine.ai

What Azimuth excels at: ✓ Oracle manipulation (TWAP, spot price) ✓ Reentrancy (ERC777, callback exploits) ✓ Donation/inflation attacks ✓ Access control bypasses ✓ Exchange rate manipulation What it misses: ✗ Unverified proxy implementations ✗ Transient storage bugs ✗ Post-incident bricked contracts

We ran Azimuth against 54 real DeFi exploits. $1.12B in actual losses. Not theoretical bugs. Not CTFs. Production hacks. Here's what it found 👇

@RoundtableSpace The best AI-powered security tool in the business.

WHAT ARE YOU BUILDING TODAY?

@solana big week lets go

BIG week

@ForgeAudit Exactly. An audit is just a point-in-time snapshot. Risk evolves with every update!! We broke this down here 👇 testmachine.ai/blog/smart-con…

One audit doesn't mean your protocol is safe forever. It means every vulnerability we could find at that point in time has been addressed. But protocols evolve. New features get added. Integrations expand. Every change shifts the attack surface. The teams that stay secure aren't the ones who audited once. They're the ones who treat security as an ongoing process. Every new feature deserves a fresh set of eyes. Every upgrade is a new risk surface that didn't exist before. And even after your code is final, bug bounties exist for a reason. A hundred security researchers looking at your protocol will always catch things a single audit couldn't. Different perspectives, different assumptions, different findings. One audit is the foundation. What you build on top of it determines how long it holds.

@EliBenSasson Security - we are working hard on it🫡

Complete the sentence: The real thing standing between crypto and mass adoption is...

@pashov We ran Azimuth against LLMs on the same EVMBench security repo (some using Pashov audit skill). Results speak for themselves.

🚨Ethereum Developers: you can now install your first AI Auditor in 1 minute - fully autonomous, available 24/7, with multiple sub-agent helpers. Open Source. FREE to use (with your AI model) and already finding vulnerabilities in smart contracts. Link below🫡

Cooking 🧑‍🍳

Early signal: tooling matters as much as the model If you're building agents, don't just throw a bigger LLM at the problem. Build better scaffolding Full results coming soon! 📊

What's the difference? The model is the same. But our harness: → Knows what to look for (security-specific patterns) → Knows how to look (structured audit workflows) → Knows where to look (tooling that guides analysis) The LLM is the engine. The harness is the driver

We ran a small test in our labs today Vanilla Codex (GPT 5.5) vs Azimuth on the same security audit task Vanilla: 2/7 vulnerabilities found Our harness: 7/7 vulnerabilities found The model is the same. The difference is the tooling. Here's why that matters 🧵

@mdudas Protocols need to fight fire with fire - they need better systems

brutal month for defi, particularly the last week of april

Update: The growth is sticking. Week-over-week: • Scans: +45.5% • Repos analyzed: +87.5% • Hypotheses: +121.7% We're not just having one big week. We're seeing sustained adoption! The agent is proving itself live in production. Try it now: app.testmachine.ai

@0xAnmol_ @dkni8mare @slayersecurity Not sure about you guys, but we are building the future of AI powered web3 security💪 testmachine.ai

We can't accept daily hacks as the norm. DeFi security is a necessity, not a luxury. ​@dkni8mare and I have teamed up to launch @slayersecurity. Our mission: provide high-quality, affordable security reviews for small teams without draining their runway. ​What are you doing to help secure DeFi?