AI agents8 min read
Verifying Agent Capability Boundaries via Differential Testing
The agent executes a malformed request with confidence because the reference model it was trained against has drifted from the live API contract.
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Long-form writing for teams who inherit production AI: what breaks after the demo, what to measure, and how to leave the system operable.
127 reports across 7 domains
AI agents8 min read
The $20 Lie: Why Local LLMs Fail in Production
The local LLM handled the query, generated the response, and the team celebrated the cost savings.
Read reportAI agents7 min read
Verifying causal integrity in multi-step agent workflows
The agent skipped a critical validation step because the previous output was ambiguous, yet the final result appeared correct.
Read reportAI agents8 min read
The 20-Pound Wing Problem: Proving Agent Intent Before Write Access
The demo impressed the C-suite, but the quiet cost is the engineering debt of babysitting an agent that confidently orders 20 pounds of chicken wings.
Read reportEnterprise AI8 min read
Proving Rollback Before Writing: A Build Sequence for Enterprise AI
The demo impressed the board, but the quiet cost is the engineering debt of retrofitting halt paths after launch.
Read reportAI agents6 min read
Agent-Action-Replay-Ledger
Now your finance team is chasing double-charged invoices because the agent retried a payment call that had already succeeded.
Read reportLLMOps8 min read
What is LLMOps: The Build Decision Behind the Demo
The slides were clean, the latency looked acceptable, and the business case was clear.
Read reportEnterprise AI6 min read
Build decisions after: Citizens’ Assemblies in AI Governance: An Interview With Audrey Tang - Lawfare
The demo impressed the board, but the quiet cost is the undefined ownership of write operations.
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Showing 8 of 127 reports