Real Atlassian solutions to real problems — no fluff, no SEO spam.
Every workflow validator on the Atlassian Marketplace requires scripting. Every AI app for Jira is an assistant that can’t block a transition. CogniRunner sits in the gap between those two worlds — plain-English prompts that evaluate Jira field content, including attachments, as a real-time workflow gate.
Gabriela Perdum10 min read
After 10+ Data Center to Cloud migrations, here's what nobody tells you: they're imperfect by necessity, not by design. Waiting for perfection is the single most expensive mistake an organization can make — and I've watched it happen in real time.
Mihai Perdum12 min read
Atlassian Cloud replaces Cloudflare with a fully managed AWS-native security stack — Amazon CloudFront for CDN, AWS WAF for application-layer firewalling, and AWS Shield Advanced for DDoS protection. The stack is enterprise-grade and battle-tested, but you can't touch it. This post maps every Cloudflare capability to its Atlassian Cloud equivalent, details the gaps your security team needs to plan for, and gives you the honest technical assessment for your Data Center migration.
Mihai Perdum10 min read
A deep dive into Qwen3-Coder-Next, the 80B MoE model that brings powerful local development within reach. Learn why this 2026 release matters for developers who value control, predictability, and consistent results.
Mihai Perdum10 min read
A systematic approach to controlling how AI agents behave when working on software projects. Addresses the fundamental problem that AI models are unpredictable by default.
Gabriela Perdum5 min read
Autonomous AI agents are impressive, but their "helpfulness" often leads to unauthorized changes. After Claude Code silently removed rate limiters and rewrote my email templates, I found a more reliable alternative in the Zed Editor paired with GLM-4.7. Description: A technical deep-dive into the risks of "Vibe Coding" and AI overreach. This post analyzes a real-world incident where an autonomous agent broke production features while fixing bugs, and explores why the strict instruction-following capabilities of Zhipu's GLM-4.7 model inside the Zed editor offer a safer, more deterministic workflow for serious engineering.
Gabriela Perdum10 min read
Discover how the MCP Document Processor helps AI agents work with document formats more effectively. This Model Context Protocol server provides tools for reading PDFs with OCR and creating DOCX and Excel files. Tested with Qwen3-8b-VL for vision processing and GLM-4.7-REAP for cloud models, it handles document structure, table extraction, and professional document generation with practical styling options.
Gabriela Perdum5 min read