Operations | Monitoring | ITSM | DevOps | Cloud

Finetuning Gemma 3 on private data with Unsloth and CircleCI

Fine-tuning Large Language Models (LLMs) on private, domain-specific data can unlock significant value for your specific use case. When done correctly, you can create AI apps that understand your organization’s unique context. These apps can speak your brand’s voice and deliver remarkably accurate results that general models cannot match. However, finetuning is not always the right solution. Many teams rush into this complex technique without exploring simpler alternatives first.

Agentic AI Essentials: Your Guide to the Future of Automation

To mark the launch, we’re publishing Agentic AI Essentials, a four-part series to help organizations navigate the reality of agentic AI adoption. Across the series, we’ll look at the questions that matter most: what’s real versus hype, how to avoid adoption pitfalls, how to measure ROI, and how roles will evolve once agents are onboarded. Here’s a sneak peek at what’s in store.

Building Operational Resilience for the Year Ahead with Teneo's Digital Employee Experience (DEX)

As we step into a new year, one truth stands firm in financial services: resilience isn’t optional – it’s expected. Markets fluctuate, regulations evolve, and technology accelerates. Amid this complexity, IT leaders carry the responsibility of ensuring that operations don’t just survive disruption, they thrive through it.

7 Insider Tips for Choosing Dumpster Software: Why the Owner's Biography Is the Most Important Feature You'll Ever Buy

When you are shopping for software to run your dumpster rental business, you are usually looking at a checklist of features. Does it have a map? Can it send invoices? Is there a mobile app? These are all valid questions, but they miss the most critical factor of all: Who built it?

Top 5 Enterprise Mentoring Software Platforms for Workforce Development

Mentoring software transforms how companies tackle employee retention challenges. Companies that run formal mentoring programs retain 50% more employees. These numbers show real returns on investment and help build stronger succession plans for global enterprises. The workplace needs this now more than ever. Last year's data shows that only 33% of employees felt engaged at work. Mentoring platforms provide a solution through well-laid-out development opportunities that keep employees motivated and committed.

8 Benefits of Integrating an Aptitude Test for Recruitment in the Hiring Process

When CVs keep coming in, interviews follow one after another, and each candidate seems sure they're the perfect match. Yet beneath polished profiles and well-prepared answers, it's still difficult to know who can think clearly under pressure, learn fast, or solve real problems on the job. Modern recruitment demands more than instinct or surface-level impressions. It requires tools that reveal how candidates process information, adapt to new challenges, and behave in workplace scenarios.

How to Choose CMMS Software: Key Considerations

Maintenance teams do not fail because they lack effort. They fail because information gets lost between shifts, urgent work crowds out planned work, and parts disappear at the exact wrong moment. Choosing CMMS software can fix those gaps, but only if the system fits how your plant, property portfolio, or service operation actually runs.

Best Crypto Tax Accountants: What Most Firms Won't Tell You About Their Services

Tax preparation for cryptocurrency requires specialized knowledge most traditional accountants lack. Standard CPA training doesn't cover DeFi protocols, NFT transactions, or staking rewards. Generic tax services accept automated reports at face value and miss deductions worth thousands. Finding the best tax accountant for crypto means looking beyond conventional accounting firms toward specialists who live and breathe digital asset taxation.
Sponsored Post

Best Downdetector Alternatives for Outage Monitoring in 2026

To keep operations running, businesses and individuals increasingly rely on online services. When outages occur, having the right tools to detect and respond quickly is essential. Outage monitoring platforms provide real-time insights into service disruptions, helping minimize downtime and maintain productivity. While Downdetector is a widely recognized platform, its focus on consumer-level features may not fully meet business needs. Organizations relying on multiple third-party services require tools with advanced capabilities like deeper insights, customizable notifications, and seamless integrations.

A Guide to Regression Analysis with Time Series Data

Regression analysis with time series data in Python provides a basis for understanding how values change over time. By following this guide, you’ll understand regression as applied to time series data, how to prepare it in Python, and how to create regression models that’ll help discover trends and influence decisions. With the vast amount of time series data generated, captured, and consumed daily, how can you make sense of it?