In today’s world of AI agents, distributed microservices, and SaaS-to-SaaS automation, APIs are doing a lot more heavy lifting than they used to. But most of the time, they're still secured like it's 2015 — static tokens, long-lived credentials, and almost no context-awareness.
As someone who helped build identity governance products at scale (👋🏽 hello from SecurEnds), I kept seeing the same problem surface in customer conversations with CISOs, CTOs, and DevSecOps leaders:
“We’ve nailed human identity. But machine-to-machine? It’s the Wild West.”
So we built something new. Something API-first. Something real-time.
Introducing APIDynamics.
🚀 What Is APIDynamics?
APIDynamics is a lightweight, adaptive API security platform that protects every API call — including machine-to-machine, AI agent, and autonomous workflows.
We combine:
🔍 API Discovery — find shadow & zombie APIs
⚠️ Real-Time Risk Scoring — evaluate every API call's behavior
🔐 Adaptive MFA — apply just-in-time challenges
💡 Zero Trust Enforcement — don’t implicitly trust any call
🤝 Dev-Friendly Integration — deploy without breaking pipelines
🤖 Why Machine Identities Are Broken
Let’s say your AI agent calls an MCP (multi-component processing) server to:
- Start a production workload
- Modify financial logic
- Access sensitive records
- This is almost always authenticated with:
- A static API key, or
- A long-lived OAuth token
That token could live for weeks or months. If it’s ever leaked in logs, code, or config? 💥 Game over.
No session. No context. No adaptive response.
This violates everything Zero Trust stands for.
🔄 What We Do Differently
Every API call is run through our adaptive engine:
- Evaluate behavior: IP, agent, endpoint, frequency, etc.
- Assign a real-time risk score.
- Apply policy:
✅ Low risk → allow
🔐 Medium risk → challenge with MFA
❌ High risk → block, alert, or isolate
Yes — even non-human actors like services or agents can perform MFA:
- SDKs to generate codes
- Challenge tokens via API
- Smart retry logic
🔧 Devs, This Is for You
You shouldn’t need to rewrite your apps to get secure.
APIDynamics integrates cleanly into your pipelines:
- Works with existing API gateways
- Minimal config
- No friction for valid calls
- Flexible policy control (YAML or UI)
Security that doesn’t slow down shipping? ✅
🎯 Who Is It For?
- Cloud-native dev teams dealing with AI agents or serverless
- Security engineers looking to apply Zero Trust to APIs
- CISOs who want to stop token sprawl
- API architects trying to secure machine-to-machine workflows
- Anyone burned by a leaked API key 👀
🧪 Want to Try It?
We’re offering early access to developers and security teams now.
You can:
👉 Explore the platform https://www.apidynamics.com
📰 Read the full press release https://www.prnewswire.com/news-releases/apidynamics-launches-to-redefine-api-security-with-adaptive-mfa-real-time-risk-scoring-and-zero-trust-enforcement-302505785.html
📥 Request early access https://developer.apidynamics.sevenhills.ai/register
💬 Final Thought
APIs are the new front door — and the back door — to your company.
Let’s stop trusting them blindly.
Let’s build the API security foundation we actually need for AI-native, cloud-native architectures.
Let’s build APIDynamics.
Thanks for reading — and we’d love your feedback.
Drop us a line at info@apidynamics.com, or join the early access program to shape what we’re building next.
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