operators

Tech Optimizer
October 10, 2026
The Nebius Managed PostgreSQL team developed a solution for AI workloads using CloudNativePG and Kubernetes, resulting in improved backup and restore times by transitioning from Barman to WAL-G, reducing a 1.5 TB backup duration from over a day to two hours. Since its launch in 2025, the service supports hundreds of production clusters and manages tens of tebibytes of data. Key features include high availability, point-in-time recovery, automated failover, compressed and encrypted backups, rapid restoration, connection pooling, and strict synchronous replication for zero data loss. Kubernetes and CloudNativePG were chosen for their advantages, including out-of-the-box features and open-source distribution. Each cloud project has a separate MK8s cluster for customer isolation and security. Persistent data is stored on fault-tolerant SSD drives, enabling swift instance migration during failures. Regular physical backups are archived, allowing restoration within a seven-day window with a single click. The transition from Barman to WAL-G addressed slow backup and restoration times and resource control limitations. With WAL-G, backups and restorations for a 1.5 TB cluster improved to two hours and one hour, respectively. PgBouncer was implemented to manage database connections effectively, reducing connection storms during peak AI workload traffic. Two vector search extensions, pgvector and pgvectorscale, are available to cater to different memory and dataset needs. Benchmarking showed that Nebius performs competitively with AWS at a lower cost. The infrastructure integrates cloud engineering principles with specialized expertise to meet AI workload demands.
AppWizard
September 29, 2026
Transaction Network Services (TNS) has launched a capability called Bring Your Own App (BYOA) for operators in the payment industry, allowing them to create and deploy customer-facing applications on TNS's Android-based unattended payment terminals. BYOA simplifies payment processing, compliance, and certification by managing card capture, PIN collection, encryption, EMV processing, and payment certification. Each operator's application must be approved and signed by TNS before execution on the terminal. This model enables operators to focus on enhancing customer experiences without the usual security and compliance burdens. BYOA is available across TNS's Android-based unattended payment terminal platform, including retail and fuel payment terminals.
Tech Optimizer
September 28, 2026
Postgres Women India was launched in 2023 as a corporate social responsibility initiative under OpenSource DB, starting with 10 members and growing to over 2000 women across more than 70 countries. The community addresses the underrepresentation of women in open source and database conferences, aiming to empower, connect, and celebrate women in technology. Its core pillars include community building, nurturing future leaders, and advocating for education. The community organizes virtual and in-person meetups, mentorship programs, and collaborates with universities to enhance skills in database technologies. Key initiatives include a Career Connect Day, intensive upskill programs, and the Women for Data Summit. The community has recognized 18 women as ‘Postgres Women of the Month’ and highlighted emerging contributors. Partnerships with organizations like Google and YugaByteDB support its efforts, and it seeks further community involvement to establish local chapters and host events.
AppWizard
September 25, 2026
Warzone has introduced a "cosmetic toggle" that allows players to disable legacy character skins at a client level, specifically for Warzone, while Modern Warfare 4 will not carry over any cosmetics from previous titles. This feature aims to address concerns about mismatched crossover skins and create a more cohesive gaming experience. The toggle is a response to previous commitments to avoid old skins, although collaborations have complicated this effort. Its effectiveness may diminish with the introduction of new characters in future seasons, and its future depends on Infinity Ward's commitment to aesthetic integrity and potential expansions of the toggle.
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