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Open Source
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Turso is building a modern PostgreSQL implementation in Rust
The team explains its compatibility goals, architectural choices, and why a clean implementation is worth attempting.
Read the article at Turso ↗Apache Spark 4.2 arrives
Databricks highlights the query, streaming, Python, and operational changes in the new open-source release.
Read the article at Databricks ↗Thinking Machines introduces Inkling
A new open-source library focuses on reinforcement-learning experiments that researchers can inspect and adapt.
Read the article at Thinking Machines ↗LM Studio introduces Bionic
The desktop AI tool adds a coding workspace designed to run local models alongside a project’s files.
Read the article at LM Studio ↗HoneyWire turns attacker traffic into usable evidence
The open-source honeypot captures suspicious sessions and presents them in a form defenders can investigate.
Read the article at GitHub ↗Graphify maps a software system as a graph
The open-source tool turns repositories and service relationships into a graph developers can inspect.
Read the article at GitHub ↗Torvalds answers critics of AI-assisted Linux work
The Linux creator argues that code should be judged through the project’s review process, regardless of which tools helped produce it.
Read the article at Ars Technica ↗What Bun’s rapid Rust rewrite teaches engineering teams
The Pragmatic Engineer examines where AI accelerated the rewrite and which hard engineering problems remained.
Read the article at The Pragmatic Engineer ↗Automating cross-repository documentation
GitHub shares a workflow that updates documentation across repositories while retaining explicit human review gates.
Read the article at GitHub ↗A GKE blueprint for securing AI at enterprise scale
Google Cloud lays out identity, isolation, policy, and observability controls for AI workloads on Kubernetes.
Read the article at Google Cloud ↗How Terraform state encryption works
A practical guide explains what sensitive data lands in state and how encryption changes the threat model.
Read the article at Spacelift ↗A primer on self-improving agents
This technical overview separates realistic feedback loops from the stronger claims often made about recursive improvement.
Read the article at TechTalks ↗Tech Little Brawta guides
Practical guides
Step-by-step walkthroughs with diagrams, screenshots, and the details needed to follow along.
Open Source · 3 min
Why You Should Get a Red Hat Developer Membership
What the no-cost Red Hat Developer program gives you, what it does not include, and how to put RHEL, Ansible, and OpenShift to work in a learning lab.
Open Source · 3 min