The Security Posture Layer for the AI Software Factory
Your agents ship at machine speed. Kloudle finds security issues across your clouds, MCP servers, apps, and APIs, writes them to one database you own, and gates what ships. Your team and your agents work the same list over MCP.
Coming soon
The product security control center for software factories is in development.
One shared security context for your product and everything that can make it vulnerable—cloud, APIs, MCP servers, and agents.
What is an AI software factory?
A software team where agents do the production work. Three parts make it run.
Infrastructure
The cloud provides the floor: compute, storage, networks.
Workers
Agents and APIs do the work: they build, test, and ship.
Protocols
MCP coordinates them: it's how the workers talk.
If your agents open pull requests while you sleep, you're already running one. Whether you've named it or not.
Read the full argument for securing an AI software factory →
Posture Runs Through Every Plane of the Factory
Security posture isn't a stage at the end of the pipeline, and it isn't only cloud config. Every plane the factory runs on needs watching: cloud, MCP, apps, APIs.
Cloud Infrastructure
Live1,800+ SQL checks across AWS, GCP, Azure, DigitalOcean, and Kubernetes. Issues land in your PostgreSQL.
Neoclouds
In developmentVercel, Railway, Fly — where your factory actually deploys. Posture scanning hasn't followed it there yet.
MCP Servers
In developmentYour protocol plane is production attack surface. Point tools are emerging — nothing ties it into one posture graph with your cloud and apps.
Apps & APIs
RoadmapThe factory's products ship faster than humans review them. They need the same checks.
Agent Activity
RoadmapWhich identity, human or agent, made this change? The factory should be able to answer.
The attack path that matters next crosses these planes — a weakly-authed MCP server, a leaked token, a public bucket. It only shows up when one system sees all of them. That system should be one you own. See the security world map →
Humans Set the Gates. Agents Work the List.
Humans
You decide what blocks a release, what counts as fixed, and what an agent may touch. You decide once. The gate enforces it every time after that.
Agents
Agents pick up issues from the list, fix them, retest, and queue the change for the gate. At whatever volume the factory produces.
Nobody reviews 400 issues by hand. Nobody has to.
Who Reviews the Commit Your Agent Shipped at 3 a.m.?
An agent fleet makes more changes in a night than a security team reviews in a quarter. Anything that depends on a human reading a dashboard is already behind. The controls have to run inside the loop, at the same speed as the workers.
Security that runs in the loop is what we're building.
Coming soon: one control center for verified product security issues.
What Works Today
The posture layer is in development. The engine under it is not — scan from the dashboard, automate via CLI, or let your agents run it over MCP.
Scan five clouds from one engine
1,800+ SQL checks across AWS, GCP, Azure, DigitalOcean, and Kubernetes. The checks are SQL you can read. No black-box scoring.
Evidence for your auditors, from your own database
Every scan writes issues to your PostgreSQL in one format. When your SOC 2 or PCI-DSS audit asks for proof, you query it. The evidence is already yours.
Your agents pick up remediation
Any MCP-compatible agent calls search() and get() and works issues with remediation steps included.
Continuous scanning, gated pipelines
Run from CI or cron. Exit codes do the gating: 0 pass, 1 issues found, 2 errors.
Your Security Record Should Belong to Your Factory
Your metadata never leaves the team
Security posture data is an enterprise topology map: asset inventories, privilege models, exposures. Kloudle runs on your infrastructure and writes to your PostgreSQL, so that map stays with the people it belongs to.
The record compounds because you own it
Every scan adds to an issue history in a database you control. Your team queries it, your agents work it, and it gets more useful with every run. Nobody can take it away or charge you to read it.
No bets on your cloud or your harness
Kloudle doesn't care where you deploy or how your factory is built. Any cloud, any agent harness, any MCP-compatible setup. The posture layer adapts to your factory, not the other way around.
The structural difference: incumbent CSPMs can't offer this. Their business model is centralizing your security data in their cloud.
"I'm Akash. Kloudle is built inside its own AI software factory: agents doing the work, MCP wiring it together, gates deciding what ships. The posture layer on this page is the one my own factory needs. If you're building one too, I'd like to compare notes."
— Akash Mahajan, founder
Your Product Security Control Center Is Coming Soon
Kloudle is building one security record for your software factory: verified product security issues, promotion gates, and evidence that developers and agents can act on together.