“What if your workplace agent could write its own code and run it on the fly across your tools?”
That question is no longer a hypothetical.
Over the past few weeks, our Head of Engineering, Sid, quietly built a system that takes agentic workflows to their logical conclusion, one built to adapt beyond brittle templates, pre-coded functions, or tightly scoped toolchains. It creates its own integrations on the fly. It runs its own logic. It fixes itself when it fails. And it keeps you in control the entire time.
The Problem: Prewritten Agents, Prebaked Limits
Workplace AI today is largely constrained by the same pattern:
- Predefined tools and scripts
- Static integrations (MCPs, function calls)
- Narrow, brittle workflows
If the system hasn’t been explicitly told how to do something, it simply can’t.
For example:
“Who moved the most JIRA tickets last month by status?”
“Summarize customer feedback across Intercom, Gmail, and Slack.”
“Find hiring actions from meeting notes that were never followed up on.”
Sounds doable, but unless someone’s already coded that exact workflow, you’re out of luck.
The Breakthrough: Code-Generating, Self-Healing Agents
Sid’s breakthrough changes all of that.
At xdge, we’ve built an agentic execution engine with just two core superpowers:
1. Code Generation on Demand
The agent writes custom code for your apps and your ask — in real-time. No need for pre-integrated tools.
2. Prompt Generation as a Skill
It can generate and use its own prompts. Think of this as "reasoning about reasoning," the AI deciding how to talk to itself to get the job done.
And here’s the kicker: all generated code runs safely inside a temporary, self-destructing container. Secrets never leave your environment, only placeholders are used during code generation, with real credentials securely injected at runtime.
This guarantees total security and full control in every execution.
How It Works
Every time you issue a task, say:
- “Plan my day using emails, JIRA, Slack, and my calendar”
- “Track stalled deals with no activity in 14+ days”
- “Write tickets from product feedback in Slack threads”
… the system does the following:
- Breaks the task into atomic steps
- Writes fresh code for each step based on app APIs
- Runs it securely in a sandboxed environment
- Validates the output
- If it fails → debugs itself and retries (up to 5 times)
- Chains the outputs into a clean, cohesive result
⚠️ Write access? Before executing any write action (e.g., send message, update task), it pauses, shows you exactly what will happen, and waits for your approval.
A Glimpse into Execution
In the demo below, the system was asked to:
“Analyze my Slack, Gmail, JIRA, and Google Calendar data and generate an action plan for today.”
It:
- Queried all tools (with no pre-built functions)
- Extracted priorities, deadlines, blockers
- Picked up the user had a flight scheduled (!)
- Created a time-blocked plan that included email replies, JIRA priorities, meeting prep, and the flight itself
The output? A fully customized, realistic, live-action schedule. Built and executed in minutes, with zero prewritten templates.
Why This Matters
Playground enables autonomous execution that goes far beyond generating suggestions, it writes real code, runs it safely in a controlled environment, and validates every output before taking the next step. This is true end-to-end reasoning that is not just understanding intent, but completing the task across tools with full context awareness and built-in self-correction. It’s built to be flexible enough to adapt to any stack, secure enough to run in real-world environments, and extensible enough to handle use cases no one has anticipated or built for yet. It’s like if ChatGPT had hands.
In short, this is what happens when generative AI stops talking and starts doing.
The Future That Works for You
We believe this is the natural next and perhaps final step in the evolution of workplace AI. One where tools go beyond assisting, they take meaningful action. And one where the agent builds capabilities dynamically, expanding what’s possible as it works.
This is xdge playground, the future of work, now writing itself.
Get Early Access
We're rolling this out in beta soon and if you want to be among the first to try it:
▶️ Watch the full demo here : https://www.youtube.com/watch?v=N51QF22Vs0c
💬 Comment “xdge” or DM us on social media for early access