Mahmoud Zalt

Mahmoud Zalt

AI Architect | Backend Specialist
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A technologist with 16+ years of experience building production-grade systems, from LLM orchestration and Agentic workflows to high-scale RAG pipelines and cloud infrastructure. I work with leadership teams as an independent AI architect, shaping technical strategy and turning complex AI initiatives into measurable ROI. Currently building https://sistava.com where you can hire AI employees to grow your business.

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Claude by Anthropicp/claude•

2mo ago

Claude Opus 4.8 just dropped — who’s tried it yet?

Claude Opus 4.8 just dropped who s tried it yet?

Anthropic released Claude Opus 4.8 yesterday, and from the announcement it looks like a solid upgrade over 4.7. Here s what stood out to me:

  • Better judgment on agentic tasks early testers say it catches its own mistakes, pushes back on bad plans, and flags uncertainties instead of bulldozing through

  • ~4x less likely to let code flaws pass unremarked compared to Opus 4.7

  • Dynamic Workflows in Claude Code can now orchestrate hundreds of parallel subagents for codebase-scale migrations

  • Effort control you can now choose how hard the model thinks on each response (from fast/light to max effort)

  • Fast mode is 3x cheaper than it was for previous models

  • Same pricing as Opus 4.7: $5/M input, $25/M output

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