Agent frameworks are everywhere in 2026. Production guardrails are not.
Teams can spin up an agent in an afternoon. Few can say who it talked to, what it spent, or why it did that action last Tuesday.
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AI
Practical AI in products: cost, drift, liability, and the ops layer most demos skip.
Your AI feature is live. Nobody owns the bill, the drift, or the bad week.
Shipping was the easy part. The hard part is knowing what the model costs per customer, when answers changed, and who gets paged when quality drops.
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The EU AI Act enters enforcement in 2026 and teams are scrambling
High-risk system rules, documentation deadlines, and vendor contract rewrites are landing at the same time product teams still ship weekly.
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Buyers now ask for a copilot inside the product, not a chatbot on the marketing site
Procurement stopped treating AI as a landing-page novelty. They want features embedded in auth, roles, and the same audit trail as everything else.
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Voice agents finally answer SMB phone lines, and missed calls are measurable again
Small businesses always lost leads after hours. The shift is not synthetic voice. It is calls that book, log, and hand off without losing the thread.
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The support bot backlash is here, and it is almost always an escalation problem
Customers did not turn on AI support because they hate speed. They turned on it because bots trap them in loops with no way out.
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Chat with our docs went mainstream in 2026. Most rollouts are still a liability.
Every team bought retrieval. Few shipped permissions, citations, or a way to know when the model is guessing.
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