Making your own programming language is easier than you think (but also harder)
A game developer explains how he built a low-level modding language, including sandbox constraints, an AArch64 JIT, and a small C++ compiler... read more Â
Updates from Boldlink SIG... Link
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@varbear shared a link, 3Â weeks, 5Â days ago
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Replacing a 3 GB SQLite database with a 10 MB FST (finite state transducer) binary
Andrew Quinn shipped Taskusanakirja (tsk), a Finnish-English pocket dictionary with search-as-you-type, originally backed by a trie for ~400k base words plus a 3 GB SQLite FTS database to cover the 40-60M inflected forms that Finnish's agglutinative morphology demands. Reaching for BurntSushi'sIndex.. read more Â
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@varbear shared a link, 3Â weeks, 5Â days ago
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The Pulse: AI load breaks GitHub â why not other vendors?
GitHub leaders created the reliability problems through weak capacity planning. As AI-agent users drove heavier traffic, GitHub engineers found migration risk and engineering debt that teams had allowed to build up... read more Â
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@kaptain shared a link, 3Â weeks, 5Â days ago
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Mirantis has entered into an agreement to be acquired by IREN
Mirantis has agreed to an acquisition by IREN. The companies have announced no customer-facing product changes... read more Â
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@kaptain shared a link, 3Â weeks, 5Â days ago
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What kubectl debug doesnât tell you: The silent evidence gap
kubectl debugsessions leave almost no forensic trace: by design,EphemeralContainerStatushas nolastStateorrestartCount, so the exit code, session duration, target container, and debugger logs disappear from the Kubernetes API the moment anything else updates the pod. That breaks incident handoffs (th.. read more Â
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@kaptain shared a link, 3Â weeks, 5Â days ago
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Extending AI gateways with Rust
Every gateway ships with a set of built-in policies. Authentication. Rate limiting. Request routing. Prompt guards. These cover most use cases. But what about the ones they donât cover? What if you need to add a custom header based on a database lookup? What if you need to transform a request body i.. read more Â
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@kaptain shared a link, 3Â weeks, 5Â days ago
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v1.36: Deprecation and removal of Service ExternalIPs
Kubernetes v1.36 deprecatesService.spec.externalIPsand starts the removal path, finally closing CVE-2020-8554, the trust-everyone hole the field has carried since the early days. The project has recommended disabling it via theDenyServiceExternalIPsadmission controller since v1.21, but SIG Network h.. read more Â
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@kaptain shared a link, 3Â weeks, 5Â days ago
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When AI agents become contributors: How KubeStellar reached 81% PR acceptance
The KubeStellar Console team learned that AI coding agents improve after engineers build deterministic feedback loops into the codebase. Engineers who grant more autonomy give agents more room to guess, with no new correction signal... read more Â
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@kala shared a link, 3Â weeks, 5Â days ago
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How Code works in large codebases: Best practices and where to start
Anthropic breaks down the patterns behind successful Claude Code rollouts in monorepos, legacy systems, and codebases spanning thousands of developers, arguing that Claude Code performs agentic search over a live filesystem instead of relying on a RAG index that drifts out of sync with active engine.. read more Â
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@kala shared a link, 3Â weeks, 5Â days ago
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Create Custom MCP Catalogs and Profiles
Docker made Custom Catalogs and Profiles available for MCP servers. Admins can distribute server catalogs they approve, and teams can package per-developer configurations as OCI artifacts... read more Â
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