Self-fixing automations for fast-moving startups built on OpenClaw
Every startup founder wants to 10x their non-technical teams with AI, but they do not have time to decide what to automate, build the workflows, and fix them when they break. Clam is an AI integration engineer for startup employees. Our desktop app uses local models to analyze work already on your computer, identify repetitive tasks, generate the workflow in code, and run it in the cloud. No more drag and drop. When software changes cause workflows to fail, Clam repairs them automatically using our secure implementation of OpenClaw. It can write tests, run experiments, update the automation scripts, and even text you for more information. Startups want to focus on the outcome of the automation, not the automation itself. We give each use case a dynamic UI that lets you visualize the output in the best way possible for you. How are we keeping our OpenClaw secure? Our system runs a series of scans at the network level to scrutinize every piece of data leaving and entering your system. Each message is scanned for personal info leaks, prompt injection attempts, and malicious code, and custom policies.
Total Open and Closed Positions
Total open positions, and positions newly closed since the previous update
Department Headcount Over Time
Open positions per department · top 6 at any point in the window
Newly Opened and Closed Positions
Position Churn Rate
Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels
Time-to-Fill Distribution
Days from open to close · closed positions only
Salary Trend Over Time
Monthly median base salary · USD · annualized · p25/p75 dashed
Salary Range by Department
Employment Type
Technical vs. Non-technical
Open positions · by department
Top Roles by Department
Seniority Mix
Derived from job title keywords
Equity Range by Department
Top Skills
Top Tech Stacks
Skills Trend
Change in share of postings · recent 3 months vs. prior 3 months
Tech Stack Evolution
Positions opened per month · top 5 technologies