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DeepSeek released DeepInfer on GitHub under Apache 2.0, exposing the serving stack behind its low-cost V4.1-Flash model and disclosing GPU economics.

AWS, Azure, GCP, and when smaller clouds fit. Compare identity, data gravity, and cost the way engineering teams actually decide.

ECDFs turn raw data into percentiles and SLA thresholds without binning assumptions. A practical guide with examples and pitfalls.

Practical strategies for reducing technical debt while shipping features – prioritization, incremental refactoring, and capacity planning.

NorForge and Reuters detail Snorre Fagerland's Cairn findings: 100+ breaches including Deere and SharkNinja, agent stacks abusing DeepSeek and Claude Code for ~$50 hacks.

Learn what machine learning is, how training works, and where teams use it—without drowning in math or buzzwords.

The 763B-parameter checkpoint posts double-digit gains on Terminal-Bench and DeepSWE while keeping API pricing flat.

Anthropic, OpenAI, and Google are helping rotate API keys after a distillation-linked attack on hosted workspaces.

A CVSS 9.8 flaw in a popular agent stack left remote control wide open—exactly the class of mistake enterprises will replay as agents move from demos to production.