CybersecurityOctober 25, 2026
AI and the PHP Security Crisis: What Developers Should Know
What the 2026 PHP vulnerabilities reveal about AI-assisted security research, responsible validation and patching.
Read the articleNotes for curious builders.
Practical notes on software engineering, AI agents, SaaS and automation, and on turning messy business problems into useful products.
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Artificial intelligenceSeptember 22, 2026Jev AI: The Decision Model That Does Not Want to Talk to You
How TypeSafe's System One model turns context into typed decisions for AI agents and ordinary software.
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Artificial intelligenceSeptember 18, 2026Voice AI: How STT, TTS & AI Calling Agents Work
How speech-to-text, text-to-speech and realtime models work together, plus how to build an AI calling agent with telephony, LiveKit and Pipecat.
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Artificial intelligenceSeptember 16, 2026LLM Fine-Tuning: From General Intelligence to Specialized Models
A practical guide to fine-tuning, LoRA, QLoRA, high-quality datasets and choosing between fine-tuning and RAG.
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AI resourcesSeptember 14, 2026Hugging Face Resources Every AI Developer Should Know 🤗
A practical starting point for learning and building with Hugging Face, Transformers, agents and the Hub.
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