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How software gets built: developer tools, engineering practice, platforms and the open-source economy, from The Silicon Ledger.
Graph technology is emerging as essential infrastructure for moving AI applications from experimental prototypes to production systems, with Neo4j positioning its solutions as a knowledge layer for enterprise AI agents.
StackBlitz's Bolt.new platform is offering developers dramatically increased usage of open-weight coding models in exchange for sharing anonymized session data to train a trillion-parameter model with Arcee AI.
The Document Foundation prioritizes N'Ko, Adlam, and bidirectional text handling in its latest release—languages that lack market incentive but serve tens of millions of speakers worldwide.
Microsoft's Azure SRE Agent investigates incidents and prepares fixes before human engineers intervene, already managing more than 1.8 million incidents inside the company with many resolved in minutes.
Perplexity's Portable Computer, an on-device AI agent for complex tasks, is now available on Windows systems equipped with Nvidia RTX GPUs carrying at least 24GB of memory.
Claude Fable 5.1 wins a new coding benchmark with a 38.8% success rate, but that means it fails nearly two-thirds of the time when tested on proprietary code from real companies.
Amazon Web Services, a founding member of the OpenSSF, is helping maintainers overcome the computational burden of securing open source projects through its promotional credit program, which covers testing, artifact distribution, and enterprise-grade security tools.
Perplexity's Portable Computer now runs on Windows PCs with compatible NVIDIA GPUs, bundling model orchestration, tool integration and sandboxing into a single application. The catch: users need at least 24GB of VRAM.
