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Meliora Online is proudly supported by Team400, an Australian AI consultancy helping enterprises navigate practical AI implementation.
Enterprise transformation insights
Digital strategy and AI adoption for Australian enterprises.
Clear, practical analysis for leaders who need business cases, not hype. We focus on the steps that move budgets, teams, and outcomes.
What we cover
- AI strategy and operating models
- Process redesign and ROI tracking
- Vendor selection and governance
- Enterprise change management
What you can expect
- Frameworks you can take to the board
- Case notes from real projects
- Clear assumptions and tradeoffs
- Templates you can adapt fast
Latest posts
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Do You Actually Need a Time Series Database?
Time series databases are popular for metrics and monitoring data, but they're not always necessary. Here's when you need one and when a regular database works fine.
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Database Connection Pooling: Common Mistakes That Kill Performance
Connection pools are supposed to improve performance, but misconfigured pooling can actually make things worse. Here's what goes wrong and how to fix it.
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Database Migration Nightmares: What the Vendor Demos Don't Show
Moving from one database system to another sounds straightforward in sales presentations, but actual migrations involve complexity and risk that catch most teams off guard.
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Are Tech Conferences Still Worth Attending in 2026?
The value proposition of in-person tech conferences has shifted dramatically as ticket prices increase while content becomes available online for free.
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Cloud Storage Pricing: The Hidden Costs That Add Up
Storage costs look cheap in the pricing calculator, but egress fees, API calls, and retrieval charges can multiply your bill by 10x or more.
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Database Indexing Mistakes That Slow Down Queries
Common indexing errors that developers make, and how they tank database performance even with supposedly optimized queries.
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Connection Pooling: What Most Developers Get Wrong
Connection pools are standard in most applications, but common configuration mistakes waste resources and create performance problems.
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PostgreSQL 17's Partition Handling: The Performance Gains You'll Actually Notice
The latest Postgres release includes partition pruning and planning optimizations that make a real difference for large partitioned tables.
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PostgreSQL Vacuum and Autovacuum Tuning That Actually Matters
Understanding how to properly configure vacuum operations can prevent the performance degradation that catches too many production databases off guard.
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Common Database Connection Pooling Mistakes That Kill Performance
Connection pooling seems simple until production traffic patterns expose configuration problems that cascade into broader system failures.
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Monorepo vs Polyrepo: The Real Tradeoffs Nobody Talks About
The monorepo debate focuses on tooling and CI/CD complexity, but the actual decision factors involve team structure, release cadence, and organizational politics that matter more than build times.
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Linux Desktop in 2026: Still Not Ready (And That's Fine)
After trying Linux as my daily driver for six months, I'm convinced the 'year of the Linux desktop' isn't coming. But that doesn't mean Linux desktops aren't valuable for specific use cases.
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Mechanical Keyboards Explained: Are They Worth the Hype?
Mechanical keyboards have become hugely popular among developers and writers, but do they actually improve your typing experience or are they just expensive accessories?
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Are Password Managers Actually Worth Using in 2026?
Password managers promise security and convenience, but are they worth the effort and potential risk? Here's what you need to know.
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Cloud Backup for Small Business — An Honest Guide to What You Actually Need
Most small businesses either have no backup strategy or an overcomplicated one. Here's how to set up reliable cloud backup without overengineering it.