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Generative AI Blog by Wiro
GPT Image 2 Custom Guide: 4 Surprising Layout Tests
GPT Image 2 Custom in 4 layout tests GPT Image 2 Custom looks strongest when a prompt needs exact size control, clean…
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Multi-Agent Workflows: 7 Smart Patterns for Complex Ops
Multi-agent workflows make sense when one agent would otherwise become a messy generalist. That usually happens in complex operations. One part of…
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AI Agent Retry Logic: 6 Rules for Jobs That Fail Mid-Workflow
AI agent retry logic matters because production workflows do not fail in neat ways. APIs timeout. A calendar slot disappears. A CRM…
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AI Agents for Appointment Booking: 6 Smart Scheduling Workflows
AI agents for appointment booking are most useful when the work goes beyond a simple calendar form. Real booking flows have missed…
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AI Agent Audit Trails: 7 Things Teams Need to Log
AI agent audit trails are not only for compliance teams. They are for anyone who wants to understand what an automation actually…
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AI Agents for CRM Updates: 7 Smart Ways to Keep Pipeline Data Clean
AI agents for CRM updates are useful because most CRM damage happens in small pieces. A field is left blank. A note…
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Cohere Transcribe: 5 Speech-to-Text Tests (EN, ES, FR)
Cohere Transcribe stands out when multilingual speech tests need clean transcripts, stable punctuation, and fewer drops across English, Spanish, and French. Cohere…
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Qwen3.5-4B vs Qwen3.5-4B-heretic: 5 Side-by-Side Tests
Qwen3.5-4B vs Qwen3.5-4B-heretic is easiest to judge when the same short tasks test JSON accuracy, coding discipline, and translation stability side by…
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Grok Imagine Image: Text + Edits in 6 Prompt Tests
Grok Imagine Image text edits get more useful when one prompt has to both restyle a scene and preserve readable poster text.…
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Instagram Pose Multi: 5 Duo Pose Presets (Before/After)
Instagram Pose Multi works best when a single couple photo needs cleaner pose direction, balanced framing, and fast before-and-after social edits. Instagram…
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GPT Image 1.5: Text + Edits in 6 Prompt Tests
Model link openai/gpt-image-1-5 on Wiro What GPT Image 1.5 does GPT Image 1.5 generates images from text prompts, and it can also…
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FLUX.2 Klein Base 4B vs 9B: 5 Prompt Image Test
FLUX.2 Klein Base 4B vs 9B looks like a simple question. It is not. Both models move fast, both follow prompts well,…
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LTX-2 Distilled: 8 Motion Prompts for Image-to-Video
LTX-2 Distilled can animate a single image into a short clip with clean camera motion. This prompt guide focuses on repeatable moves…
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AI Agents for Restaurants: 7 Smart Review Workflows
How restaurants use AI agents to reply to reviews, route urgent issues, and protect reputation without slowing down service.
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GPT Image 1.5: 6 Prompt Tests for Text and Edits
GPT Image 1.5 targets two jobs: clean text-to-image generation and controlled image edits. This review runs six focused tests to see how…
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AI Agents for App Reviews: 6 Smart Support Workflows
How mobile teams use AI agents for app review response, support triage, and store reputation without slowing down product work.
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TranslateGemma 4B: 8 Translation Prompts for Real Apps
TranslateGemma 4B targets one job: machine translation across dozens of languages. This post runs eight practical prompts and shows the raw outputs.…
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AI Agents for Push Notifications: 7 Smart Event Plays
How AI agents help mobile teams plan app events, send push notifications, and support retention without manual calendar chaos.
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Ovis-Image 7B: Text Rendering in 6 Layout Tests
Ovis-Image 7B targets one thing: readable text inside generated images. This post runs six layout tests and shows the raw outputs. Model…
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AI Agents for Customer Winback: 6 Smart Retention Plays
How AI agents help teams reactivate dormant customers with better timing, CRM triggers, and channel-specific follow-up.
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Instagram Pose Multi: 5 Before and After Pose Presets
Instagram Pose Multi: 5 Before and After Pose Presets Instagram Pose Multi generates Instagram-style couple and family poses from reference photos. It…
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Best AI Agents for Ecommerce Teams: 7 Smart Tasks
How ecommerce teams use AI agents for listings, content, ads, and store growth without adding more manual production work.
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