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How software gets built: developer tools, engineering practice, platforms and the open-source economy, from The Silicon Ledger.
The Linux Foundation's Cyber Security Month promotion offers substantial discounts on Kubernetes and cloud native security certifications through October 23, 2026, with the option to purchase now and take exams within a year.
ElevenLabs launched Eleven Realtime on Tuesday with two managed voice-agent models that bundle speech recognition, reasoning, and turn-taking into a single service—but developers surrender control over the underlying components.
As coding agents accelerate software delivery, testing has become the new bottleneck. Datadog's acquisition of Propolis aims to let AI agents write and execute tests from natural language, potentially unblocking the development pipeline.
DeepSeek has released DeepInfer, the inference framework powering its API, allowing developers to self-host V4.1 Flash with the company's optimizations. The move marks a significant shift from the company's 2025 position that open-sourcing the engine was impractical.
As Claude, ChatGPT, and Copilot democratize code generation, the competitive advantage of shipping features vanishes. Teams racing to produce volume are discovering that survival depends on understanding user problems, not just translating requirements into code.
New add-ons for ReShade and standalone tools apply eye-tracking-inspired resolution reduction to Nvidia's neural rendering, potentially doubling performance in demanding games.
Microsoft has released Scope under the MIT license, a tool designed to evaluate how well AI coding agents like GitHub Copilot and Claude Code perform on real development tasks by running them through standardized tests and scoring their outputs.
Anthropic is developing a model that infers developer intent from incomplete instructions, but research shows coding agents routinely exceed their scope—and distinguishing ambiguity from deliberate constraints remains unsolved.
