The Expense of Unprotected Free Software:
It's high time FOSS maintainers got a bit of appreciation
Until the big guns manage to sort things out, we're just going to need to take care of things however we can. The best we can hope for, of course, is to convince companies, institutions, and governments that it would be a really good idea to cut monthly checks for those people who maintain the software that these organizations absolutely depend upon.
Repeat, Reproduce, Replicate:
The pressure to publish versus the will to defend scientific claims
Unless a result relies on a specific hardware trick, such as a proprietary accelerator or modified instruction set, it is possible to reproduce the results of one group by a different one. Unlike the physicists we don't have to build a second Hadron Collider to verify the result of the first. We have millions of similar, and sometimes identical, devices, on which to reproduce our results. All that is required is the will to do so.
Working Models for Tackling Tech Debt:
Understand the options to tailor an approach that suits your needs
Remember that not all debt is bad, and sometimes, in fact, strategic tech debt can even be used as a valuable tool to achieve certain business goals?just as financial debt can be taken on to obtain capital that can be invested in other profitable ventures. For example, taking a shortcut to get a product to market quickly could prove to be a wise decision if it allows the company to learn from customer feedback and then iterate accordingly on the product. But like barnacles on a ship, too much tech debt can slow you down, so be vigilant about managing it.
Transactions and Serverless are Made for Each Other:
If serverless platforms could wrap functions in database transactions, they would be a good fit for database-backed applications.
Database-backed applications are an exciting new frontier for serverless computation. By tightly integrating application execution and data management, a transactional serverless platform enables many new features not possible in either existing serverless platforms or server-based deployments.