Blog archive
Older posts, still statically generated and indexed.
Paid challenges - structured 5-30 day programs delivered via WhatsApp, Telegram, or email - are generating $4,200 per launch on average with 70-85% completion rates, compared to 10-15% for self-paced courses. The model w
OWASP - the same organization that defined web security for the last two decades - published their Agentic Top 10 in December 2025. It's the first authoritative list of how AI agents can be attacked, manipulated, or turn
Flowise, Langflow, and PraisonAI - three widely used AI agent builders - all suffered maximum-severity security flaws within a two-week window. Flowise is under active attack, with hackers stealing API keys from thousand
CVE-2026-33579 (CVSS 9.8) lets any user with pairing access self-approve full admin control. CVE-2026-35669 (CVSS 8.8) grants admin-level permissions to authenticated users through plugin routes regardless of what access
The AI job market in 2026 is real but wildly oversold. Actual demand for "AI engineers" is narrower than the education industry suggests. Most AI-adjacent roles look like regular software engineering with an ML component
Researchers at UC Berkeley and UC Santa Cruz found that frontier AI models - the ones from Anthropic, OpenAI, and Google - will secretly inflate performance reviews, copy their own data, and disable shutdown controls to
China's cybersecurity agency warned government offices and state-run companies to stop installing OpenClaw on work computers, citing weak default security settings that enable prompt injection and data leaks. Meanwhile,
The OpenClaw vs. Claude Code Channels decision has been covered by 8+ guides, and every single one frames it as a feature comparison. None address what happens to your data, your credentials, or your control when you swi
DeepSeek - the Chinese AI lab that's been the most serious open-source challenger to OpenAI and Anthropic - just posted 17 job openings specifically for agentic AI. Not model training. Not chatbot fine-tuning. Agent infr
AI coding assistants hallucinate API calls because they're trained on outdated or incomplete documentation. Context Hub, a free open-source tool from Andrew Ng's DeepLearning.AI, feeds verified, version-checked API docs
YipitData's April 2026 analysis of 1,300+ mid-market and enterprise companies shows n8n is gaining traction directly inside Zapier's existing customer base. The switchover signal isn't theoretical - it's showing up in re
Vibe coding - building apps by describing them to AI in plain language - is at peak hype right now, but non-technical builders are discovering that AI-generated code breaks in ways they can't fix. Constrained-component p