Articles on Voice Agents from the JadenX team.
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Why an AI proof of concept takes about 12 months to reach production: integration, QA, procurement and governance run in parallel. Plus three go-live criteria.
By Dr. Marcel Müller··8 min read
PHP2Shell, two critical PHP bugs found with AI, hit 70% of the web. Charité went offline. What happened, why it keeps happening and what to do today.
By Dr. Marcel Müller··9 min read
Porsche revealed the Mission S on the same night as the Tesla Roadster. Why launch timing now depends on monitoring competitor and market signals.
By Dr. Marcel Müller··7 min read
Enterprises are one to one and a half years behind freelancers. How you use the public frontier models matters more than which models you can access.
By Dr. Marcel Müller··9 min read
Meta's Muse Wonder is close to the top benchmarks for the first time. I still would not switch a single client workflow to it.
By Dr. Marcel Müller··10 min read
AI-native PMs orchestrate agents across discovery, specs, and delivery. Practical 10x product management.
By Dr. Marcel Müller··4 min read
Skip feature lists. Process-driven requirements engineering starts from customer challenges and business-process analysis.
By Dr. Marcel Müller··5 min read
With pre-trained models, RAG, and no-code orchestration, teams can ship GenAI.
By Dr. Marcel Müller··11 min read
GenAI quality fails when teams chase model power and skip scenario testing.
By Dr. Marcel Müller··20 min read
Most internal GenAI fails because teams force chatbots onto every problem.
By Dr. Marcel Müller··10 min read