Scalac's blog

March 2026 | Issue #1 Welcome to SIGNAL. This is a monthly briefing for CTOs, VP Engineering, and Chief Architects running distributed systems at scale. We don’t aggregate news. We aggregate lessons. Every month: one architecture debate with real trade-offs, one production war story with solutions, and three critical signals with business context. No hype […]

1. Introduction: Agentic AI is a Backend Engineering Challenge, Not Just Prompt Engineering LLM models are useless without access to data. They can generate text, but to “find suitable candidates for open vacancies,” they must call real APIs, read results from a database, and make decisions based on the current state of the system. While […]

April brings another exciting lineup of events for developers, data engineers, and AI enthusiasts around the world. This month’s Scalendar features standout conferences such as the Applied Machine Learning Conference, Google Cloud Next, ACM CHI, and JPoint, covering everything from production machine learning systems and data platforms to human-AI interaction and JVM performance. Whether you’re […]

February 2026 was a month of explosive model releases, hardware breakthroughs, and escalating geopolitical tensions in the AI landscape. Chinese AI labs dropped a series of powerful open-source models, while a new hardware startup demonstrated a radical approach to AI acceleration. Meanwhile, a major scandal erupted over the alleged theft of AI model capabilities, and […]

This March, we’re bringing you a curated lineup of the most exciting Scala and AI events from around the world. Highlights include SCALAR Conference in Warsaw, NVIDIA GTC, QCon London, and SXSW’s tech tracks, offering everything from deep technical talks to hands-on AI and functional programming sessions. Whether you’re sharpening your Scala skills, exploring AI […]

January 2026 kicked off with a clear message: AI is no longer just a tool, but a core component of the digital economy. The month was defined by the rapid integration of agentic AI into commerce, the launch of specialized AI workspaces for scientific research, and the continued explosion of open-source models — particularly from […]

2025 was the year artificial intelligence transitioned from experimental technology to essential infrastructure. The field experienced unprecedented capital investment, geopolitical competition, and real-world deployment at scale. Below is a comprehensive summary of the major developments across key categories. Models & Reasoning The Emergence of the Reasoning Era The most consequential development of 2025 was the […]

December 2025 closed out a transformative year for artificial intelligence with a flurry of major model releases, significant policy shifts, and massive infrastructure investments. OpenAI and Google went head-to-head with their latest flagship models, the open-source community delivered a stunning array of competitive alternatives, and Apple quietly enabled a new era of local AI clustering. […]

November was the month AI went full gladiator mode: three frontier labs released their best models within a week, Google reclaimed the throne with Gemini 3, and open source proved it can win Olympic gold medals in mathematics. Meanwhile, the agent revolution became official doctrine at Microsoft and Google, and China’s AI ecosystem hit escape […]

AI-driven Newsletter Welcome to the latest edition of Last month in AI! October felt like the “agent uprising” month. Every major platform shipped agentic workflows, GitHub became mission control for your AI coworkers, and, because it’s 2025, OpenAI launched a browser that might actually kill Google. Meanwhile, Nvidia hit $5 trillion, humanoid robots moved into […]