AI Agents
Wiro Blog · Field Notes
The signal behind the models.
Independent tests, practical guides, and informed field notes for teams building with generative AI.
195 stories Updated weekly
Today’s Field Note
AI Agents · 4 min
AI Agents
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.
Prompt Guides
15 Smart Product Ad Prompts with FLUX.2 Klein 4B
FLUX.2 Klein 4B product ads can look polished fast when the prompt stays focused on one hero product, one lighting idea, and…
Comparisons
Seedream V5 Pro vs Nano Banana Pro: 3 Prompt Tests
Seedream V5 Pro vs Nano Banana Pro Seedream V5 Pro vs Nano Banana Pro looks like a fair fight only…
Model Trends
Uncensored AI Image API for Intimate Apparel Ecommerce in 2026: What Actually Works
For intimate apparel ecommerce, “uncensored” should not mean careless. It means a product team can test legitimate fashion briefs—sheer layers,…
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. 69
- 02 Comparisons Same prompt, same task, visible tradeoffs. 32
- 03 AI Agents Workflows, analytics, and operating patterns. 31
- 04 Prompt Guides Reusable structures for production outcomes. 22
- 05 Before / After Visual proof with process and parameters. 25
- 06 Model Trends Market shifts translated into practical choices. 9
- 07 Model Roundups Shortlists built around one real use case. 7
From the archive
1–22 of 195 stories
Selected from the archive
Before / After
Before and After: 3 Product Photo Edits for Swimwear and Lingerie
Product photo edits for swimwear and lingerie are usually sold as magic. In practice, the useful question is much simpler: can the…
Prompt Guides
Swimwear Product Marketing Prompts: 4 Campaign Angles with Seedream V5 Lite Uncensored
Swimwear product marketing prompts work best when the image already looks ready for a product page, a paid social card, or a…
Model Reviews
Lance Text to Video Review: 5 Fast Prompt Tests
Lance Text to Video was tested with five short prompts built to expose different failure modes: a tracking shot, close hand work,…
AI Agents
AI Agents for Follow-Ups: 6 Smart Workflows After Forms Calls and Demos
AI agents for follow-ups work best when they treat a form, a call, and a demo as different starting points. This test…
AI Agents
AI Agent Analytics: 7 Metrics Teams Should Track Before Scaling
AI agent analytics should start before a team scales an automation. This post treats an agent as a workflow with inputs, tool…
Model Trends
AI Image Resizing in 2026: 3 Best Models That Avoid Crops
AI image resizing is moving past blunt crop-and-pray tools. This test used one facade frame and one prompt across three models: Smart…
Model Reviews
SenseNova U1 8B Interleave: 5 Prompt Tests
SenseNova U1 8B Interleave was tested here as a practical layout model, not as a general image generator. The question was simple:…
Model Roundups
Best Cinematic Image-to-Video Models: 4 Smart Clip Tests
Cinematic image-to-video models start to separate fast when one frame has signs, pedestrians, hard shadows, and a clear walking subject. This roundup…
Realtime Speech to Text: 3 Smart Wiro Models in 2026
Realtime speech to text on Wiro now covers live captions, fast ASR, and timestamp-ready transcription. This draft maps the category to real use cases.Realtime Voice Conversation: 3 Smart Wiro Setups in 2026
Realtime voice conversation on Wiro now spans GPT Realtime and ElevenLabs. This draft explains the category, the setup options, and where each fit works best.
Comparisons
FireRed Image Edit vs Seedream V5 Lite: 5 Before and After Tests
FireRed Image Edit vs Seedream V5 Lite is a better search angle than another single-model gallery because the same 5 edit prompts…
Comparisons
LTX-Video vs Kling vs Seedance: 5 Text-to-Video Tests with the Same Prompts
LTX-Video vs Kling vs Seedance is more useful than single-model demos because the same 5 prompts make the tradeoffs obvious. The test…
Comparisons
Best NSFW AI API in 2026: 5 Uncensored Image Tests
Best NSFW AI API searches usually lead to vague lists, weak samples, or tools that block anything adult-leaning the moment the prompt…
Before / After