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Stop Token Maxing The Future of Al Budget Management

The era of token maxing is over. When Claude Fable 5 launched last week at $10/$50 per million tokens - double the price of Opus 4.8 - it was a clear reminder that the most powerful model isn't always the right model. Not every task needs the Ferrari. The fastest way to burn your Al budget is sending every request to the most expensive model by default. The real question for the next phase of Al cost management isn't "can this model do the job?" — it's "is it the right model for the job?".

Stop Treating Coding Agent Plugins Like Settings: Introducing Agent Plugins Repositories

Your developers install agent plugins every day: pulling from unmanaged GitHub repos, copying Cursor commands out of Slack, pointing Codex at a personal Git fork. Each of those is a new, uncontrolled distribution channel inside your software development lifecycle, and your platform team has zero visibility into any of it. A plugin is not a preference file. It is executable software, and right now it’s arriving on developer machines with no versioning, no provenance, and no audit trail.

Introducing Upsun Dispatch

AI has made writing code fast, and you can feel it. Commits are up, pull requests are up, new repos spin up over a weekend, and your engineers swear they are faster. But where are all the new products? If every team really got faster, the software you use every day should be getting visibly better. AI helped your engineers ship more code. It didn't help your team ship more products.

Escaping the AI Tokenomics Trap in Enterprise IT

AI adoption has accelerated faster than most organizations expected. What started with chatbots has quickly evolved into AI systems capable of making decisions across enterprise environments, with the promise of faster service and more efficient teams. But many organizations are discovering an unexpected challenge: as AI usage expands, costs become harder to predict. Most AI platforms operate on token-based pricing models.

Why we built relaxAI, and where your AI data actually goes

Sandboxing your AI agent is only half the story. The other half is where your data goes when it hits your LLM provider's API. In this clip from our secure execution agents webinar, Ben Norris, founding engineer at relaxAI, explains why the sovereignty of your AI provider matters just as much as the security of your agent's environment and why relaxAI was built on a sovereignty-first principle, with inference running exclusively in the UK and no foreign data transfer.

The New Software Creator: Why AI Changes the Governance Problem, Not Just the Speed Problem

The conversation about AI and software development has mostly been about velocity. Developers write code faster. Pull requests ship sooner. Backlogs shrink. That part is real, and it matters. But there's a bigger shift happening underneath it, and most engineering leaders I talk to are only just starting to feel its weight. AI hasn't just made developers faster. It has fundamentally expanded who can create and ship software. That changes things in ways that velocity metrics don't capture.

Architecting Consistent Shared Experiences in Multi User VR Worlds

Virtual reality places users inside systems rather than in front of them. That difference changes how failures are perceived. In most web or mobile applications, inconsistencies are softened by interface boundaries, navigation flows, or simple reloads. Users subconsciously accept that what they see may lag behind what is happening elsewhere. VR does not offer that distance.

How Businesses Are Building More Resilient Technology Strategies

In an increasingly digital world, businesses face constant pressure to keep their technology systems secure, efficient, and adaptable. From cyber threats and system outages to changing customer expectations and market disruptions, organizations can no longer rely on technology strategies that focus solely on short-term needs. Instead, companies are investing in resilient technology strategies designed to support long-term growth, minimize risk, and maintain business continuity in uncertain conditions.