
Wildcard envisions a future where engineering teams can soar in productivity and innovation without the burnout typically associated with software development. By harnessing autonomous AI agents, we are redefining the way routine engineering work is executed, freeing human ingenuity to tackle the most complex and creative challenges.
Our platform, powered by cutting-edge AI and a pioneering open source agents.json registry, empowers software teams to efficiently interact with APIs like never before. We are building the foundational infrastructure for the next generation of agentic applications that transform how technology serves humanity.
At Wildcard, we are dedicated to propelling engineering velocity through secure, parallel automation that scales with the ambitions of teams worldwide, forging an ecosystem where AI and human collaboration drives unparalleled progress.
Our Review
When we first encountered Wildcard, we'll admit we were skeptical. Another AI coding tool? But after digging into what Kaushik Mahorker and Yagnya Patel are building, we found ourselves genuinely impressed by their approach to solving one of software development's most persistent headaches.
What Makes This Different
Unlike the flood of AI pair programming tools hitting the market, Wildcard tackles the unglamorous but crucial work that bogs down engineering teams. We're talking about clearing backlogs, fixing flaky tests, and handling those migration tasks that everyone dreads but someone has to do.
The founders' backgrounds give us confidence they understand the problem deeply. Kaushik's experience leading GenAI allocation at Scale AI and Yagnya's NLP work at Tesla and Amazon show they've wrestled with these challenges at scale.
The Technical Innovation We Love
Here's where Wildcard gets clever: their open-source agents.json registry. Think of it as a phone book for AI agents to discover and use APIs efficiently. It's a simple concept that could unlock massive value as the agentic AI ecosystem grows.
Their SDK lets teams run these automations on their own infrastructure, which addresses the security concerns that often kill enterprise AI adoption. Smart move for a company targeting engineering managers who've seen too many security nightmares.
Early Traction That Caught Our Eye
Rootly's already using Wildcard in production, and the reported 60% reduction in maintenance overhead is the kind of metric that makes CTOs pay attention. When a company known for incident management tools trusts you with their engineering workflow, that's a solid validation signal.
The fact they're building in the open with community engagement on GitHub also suggests they understand how developer tools actually get adopted—through genuine usefulness, not just marketing hype.
Who Should Watch This Space
If you're an engineering manager tired of watching senior developers burn cycles on routine maintenance, Wildcard deserves a serious look. The $93B agentic AI market projection might sound like typical Silicon Valley hyperbole, but the underlying problem they're solving is painfully real.
We're curious to see how they scale beyond their initial enterprise customers and whether their open-source strategy creates the developer network effects they're betting on.
Autonomous AI coding agents to automate routine engineering tasks
Integration with developer tools like GitHub and Jira
Open source agents.json registry and SDK for API discovery and integration
Curated set of officially verified APIs optimized for agentic use cases
Parallel and secure automation tailored for engineering organizations






