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/topicsAI · Developer Tools · AI Agents · Artificial Intelligence · Business
/latestMay 19, 2026
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The AI Compute Crunch: GPU Shortages, Power Walls, Scarce AI
● Blog · featured

The AI Compute Crunch: GPU Shortages, Power Walls, Scarce AI

GPU lead times slipped to 2027, Microsoft has $80B in unbuildable Azure orders, and Claude uptime fell to 98.95%. The AI compute crunch is a procurement problem now.

Noqta Team
Noqta Team·May 19, 2026·5 min read
HTML vs Markdown: The New LLM Output Format Debate
● Blog

HTML vs Markdown: The New LLM Output Format Debate

May 18, 2026 · 5 min read
LLM Observability in 2026: A Practical Guide to Langfuse, Helicone, and LangSmith
● Blog

LLM Observability in 2026: A Practical Guide to Langfuse, Helicone, and LangSmith

May 17, 2026 · 5 min read
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● More from the archive

300 posts · sorted by date
16MAY
● Blog5 min read

AI Consulting in Doha — AI Agents & Automation by Noqta (2026)

Noqta delivers practical AI consulting in Doha: AI agents, automation, and analytics for SMEs and corporates aligned with Qatar National Vision 2030.

Anis Marrouchi
Anis Marrouchi
ai-consulting
16MAY
● Blog5 min read

AI Consulting in Dubai — AI Agents & Automation by Noqta (2026)

Practical AI consulting in Dubai by Noqta: AI agents, automation, and analytics for SMEs and corporates aligned with UAE AI Strategy 2031.

Anis Marrouchi
Anis Marrouchi
ai-consulting
16MAY
● Blog5 min read

AI Consulting in Jeddah — AI Agents & Automation by Noqta (2026)

Noqta delivers practical AI consulting in Jeddah: AI agents, automation, and analytics for SMEs and corporates in the Western Region of Saudi Arabia.

Anis Marrouchi
Anis Marrouchi
ai-consulting
16MAY
● Blog5 min read

AI Consulting in Kuwait City — AI Agents & Automation by Noqta (2026)

Noqta delivers practical AI consulting in Kuwait City: AI agents, automation, and analytics for SMEs and corporates aligned with Kuwait Vision 2035.

Anis Marrouchi
Anis Marrouchi
ai-consulting
16MAY
● Blog5 min read

AI Consulting in Riyadh — AI Agents & Automation by Noqta (2026)

Noqta delivers practical AI consulting in Riyadh: AI agents, workflow automation, and analytics for SMEs and enterprises aligned with Saudi Vision 2030.

Anis Marrouchi
Anis Marrouchi
ai-consulting
16MAY
● Blog5 min read

Magento Extension Audit: Detect a Backdoor in 30 Minutes

April 2026: 31 WordPress plugins acquired on Flippa, backdoor pushed 8 months later. Same TTP on the Magento side. Here is the 30-minute DIY audit.

Anis Marrouchi
Anis Marrouchi
Magento
16MAY
● Blog5 min read

Magento 2.2 in Tunisia: A 25-Minute Attack Chain

Sansec reports 56.7% of Magento stores already compromised. Here is, minute by minute, how an attacker takes over a Tunisia-based Magento 2.2 shop.

Anis Marrouchi
Anis Marrouchi
Magento
16MAY
● Blog5 min read

Magento 2.2 to 2.4 Migration in Tunisia: The Real Cost

Migrating Magento 2.2 to 2.4.9 in Tunisia: the 4 cost buckets nobody quotes, realistic man-day ranges, alternatives, and an honest timeline.

Anis Marrouchi
Anis Marrouchi
Magento
16MAY
● Blog5 min read

Odoo + ZATCA Wave 24: Every Fatoora Gotcha We Hit on Real Saudi Rollouts

Wave 24 hits 30 June 2026 for SAR 375k-750k Saudi SMEs. Here are the five Odoo + Fatoora gotchas that actually bite — plus a 10-point pre-flight checklist.

Anis Marrouchi
Anis Marrouchi
Odoo
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