Coding benchmarks test answers. Firmulate tests whether AI managers close deals, read company files and stay honest through a punishing week at work.
Infrastructure Tests Need AI Agents That Close, Escalate and Tell the Truth
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Advanced Networking
47 posts
Thinking In Python
The book ‘Thinking in Python’ has been updated with new editions, attracting interest from programmers and educators worldwide.
When AI Runs the Company, Follow-Through Becomes the Real Benchmark
Firmulate’s auditable company wargame shows frontier AI models can spot the same crises yet differ sharply in follow-through, discipline and dealmaking.
Tailscale Traces Database Corruption To 16Y/o SQLite WAL-Reset Bug
Tailscale confirms that a 16-year-old SQLite bug is responsible for recent database corruption issues affecting its service.
You Load-Test Your Servers Before Launch. One Lab Just Did It to Five AI Models — With a Fake CEO
Five frontier AI models ran the same software company through its worst week. All five refused a fake CEO’s demands. Only two closed the deal they’d earned.
Why SD WAN Appliances Matter to Distributed Offices
Knowledge of SD WAN appliances reveals how they ensure seamless, secure connectivity for distributed offices, transforming your network—find out why they truly matter.
More Tailscale Tricks For Your Jailbroken Kindle
New Tailscale tricks enable advanced networking on jailbroken Kindles, expanding their use cases and security options.
How Do I Profile eBPF Code?
Learn the confirmed methods and tools for profiling eBPF code, including best practices and ongoing challenges, as experts share insights.
The AI-Run Software Company Turning Cash Burn Into a Public Stress Test
Firmulate turns an AI-run software company into a public stress test, revealing how models handle crises, trust, sales and relentless cash burn.
AI’s True Business Test: Can It Finish What It Starts? Lessons from a Live Company Wargame
A live AI experiment shows that while models detect crises and resist manipulation, only those that follow through on their own analysis close deals. Execution, not chat quality, is the real measure.
