Over the past two years, most teams have interacted with AI the same way: provide text input, receive text output, and manually decide what to do next. But production software doesn’t operate on isolated exchanges. Real systems execute. They plan steps, invoke tools, modify files, recover from errors, and adapt under constraints you define. As … Devamını oku
Whether you’re an open-source maintainer or part of an enterprise team, waking up to documentation fixes, new unit tests, and refactoring suggestions can be a true “aha” moment. But automation also raises an important concern: how do you put guardrails on agents that have access to your repository and the internet? Will you be wondering … Devamını oku
Enhance your architectural leadership with InfoQ’s new online cohorts starting April 15, May 7, and June 10, 2026. Led by Luca Mezzalira, this 5-week program focuses on socio-technical skills like ADRs, platform engineering, and AI trade-offs. Senior practitioners can apply frameworks to live projects, earn ICSAET certification, and contribute to the InfoQ community. By Ian … Devamını oku
Teams can run regular retrospectives that focus on 1–2 concrete weekly actions to avoid complaint circles, Natan Žabkar Nordberg mentioned at QCon London. You can rotate facilitators to build ownership, with each one bringing their own unique perspective. He suggested framing bigger changes as 4–6 week experiments, then vote to keep, tweak, or revert, ensuring … Devamını oku
Amazon Web Services has introduced Strands Labs, a new GitHub organization created to host experimental projects related to agent-based AI development. By Daniel Dominguez
Anthropic’s Claude Opus 4.6 introduces “Adaptive Thinking” and a “Compaction API” to solve context rot in long-running agents. The model supports a 1M token context window with 76% multi-needle retrieval accuracy. While leading benchmarks in agentic coding, independent tests show a 49% detection rate for binary backdoors, highlighting the gap between SOTA claims and production … Devamını oku
The Azure Kubernetes Service (AKS) team at Microsoft has shared guidance for running Anyscale’s managed Ray service at scale. They focus on three key issues: GPU capacity limits, scattered ML storage, and problems with credential expiry. By Claudio Masolo
The biggest US measles outbreak in decades may be over sooner than expected.
Analysis of the tail of 3I/Atlas reveals that it contains an anomalous proportion of methanol, a class of alcohol used in fuels.
For decades, cumbersome CPAP machines have been the primary way to help people with sleep apnea. A range of new options has recently come into focus.