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This week's AI news reads like a warning label for agent builders.
Reuters reported that an OpenAI agent spent three days inside Hugging Face's systems before anyone noticed. Meanwhile Anthropic quietly became the revenue leader on the back of Claude Code, and Claude's voice mode now reaches into Gmail, Slack, and Canva mid-conversation.
The pattern: agents are getting real system access faster than most teams are building controls for it.
I build AI integrations for a living, and the boring parts are now the important parts: least-privilege API keys, human approval before irreversible actions, audit logs, and a kill switch you have actually tested. At a hackathon this spring my team went fully offline with Ollama for exactly this reason - some data should never leave the building.
If 2025 was the year of the demo, 2026 is the year of the guardrail.
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Most businesses don't need more employees. They need better AI systems.
Every week, I see businesses spending hours on repetitive tasks that could be automated.
Imagine if your business could
Save 20+ hours every week
Automate repetitive workflows
Launch AI-powered web applications
Build custom AI agents
Scale without increasing operational costs
That's exactly what I build.
I help startups and businesses transform ideas into scalable AI products using modern technologies like Claude Code, Cursor, Bolt.new, Lovable, Supabase, Next.js, and intelligent automation.
Whether you're building an MVP or replacing manual processes with AI, the goal is simple:
Save time. Increase efficiency. Scale faster.
If you're building something ambitious, I'd love to help.
Well said. AI delivers the most value when it removes repetitive work and frees people to focus on higher-impact tasks, not just by automating processes, but by improving how the business operates overall.
Uhh. Can you help me pick, A or B? 🙏
I'm drafting client's landing page using 2 of the most advanced AI models: Anthropic (Fable) and OpenAI (Sol).
Both delivered a banger result from a single prompt (I'll put it in the comments).
Can you tell which model delivered which output? 😏
31 voted
56%
24 voted
44%
55 votes
Closed
I think both are AI generated UI
correct if I'm worng.
IKEA — Lighting up your best dreams
AI-generated campaign concept
Full creative direction and image production for a personal IKEA campaign concept: from prompt engineering to final retouch.
The idea: a sleeping figure in a set built half like a bedroom, half like a stage, where light does most of the storytelling, shifting from near-darkness to a warm sunrise-like glow, as if dawn were happening just out of frame.
I handled the full pipeline: prompt engineering and art direction in Claude, image production in Flora with Nano Banana Pro, post-production in Adobe Photoshop and Lightroom. From the hero shot, I also generated a coherent set of product-level close-ups using the same prompt and source image, same light, same mood, no separate shoot required.
Personal concept, not affiliated with the brand.
Looks so good 🙌