Wiro Blog · Field Notes
The signal behind the models.
Independent tests, practical guides, and informed field notes for teams building with generative AI.
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Today’s Field Note
Model Reviews · 6 min
This week in practice
The work behind the output.
Production notes, tests, and workflow patterns—written for the point where a demo becomes real work.
Lead Generation Workflow Agents: 7 Smart Pipeline Jobs
Lead generation workflow agents matter because outbound breaks long before the first email draft. Teams lose time in sourcing, qualification, enrichment, follow-up…Why AI Agents Fail in Real Workflows: 7 Common Gaps
AI agents fail in real workflows when they can answer well but still cannot operate. That gap is where most…Winback AI Agents: 6 Smart Plays for Dormant Lists
Winback AI agents give teams a better answer than endless acquisition spending when a real customer base is already sitting…
Explore by practice
Read for the work in front of you.
Each track is a maintained body of evidence—not a marketing bucket.
Browse every topic- 01 Model Reviews Single-model capability, failure, and fit. 70
- 02 Comparisons Same prompt, same task, visible tradeoffs. 35
- 03 AI Agents Workflows, analytics, and operating patterns. 39
- 04 Prompt Guides Reusable structures for production outcomes. 24
- 05 Before / After Visual proof with process and parameters. 25
- 06 Model Trends Market shifts translated into practical choices. 10
- 07 Model Roundups Shortlists built around one real use case. 7
From the archive
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