Thoughts, experiences, and technical insights from my journey in software development.
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Security firm Strix scanned Baseten in 25 minutes and found a live admin GitHub token from 2023, hidden in a public Docker image's build history.
In May 2026, an OpenAI agent swarm tried exploiting a RubyGems bug nine years old — two months before RubyGems itself even knew it existed.
CVE-2026-85706 lets unauthenticated attackers read GitLab server files. CISA flagged it as actively exploited, with a Sept 14 patch deadline.
The top model solves just 38.8% of tasks pulled from real enterprise codebases. Real-SWE shows the gap between demo and production.
Rust now sits alongside C++, C# and TypeScript as a Tier-1 language at Microsoft, thanks to a new codegen backend wired directly into MSVC.
Adam Wathan is bringing Tailwind Labs into Shopify after nine years independent. Tailwind CSS stays MIT, but Tailwind Plus closes to new customers.
A $3,000 independent GPU benchmark shows the 17GB version of Qwen3.8 27B matches the 55GB original — but the 1-bit version barely beats random guessing.
Researchers show Ken Thompson's classic trusting-trust attack isn't a compiler-only problem: a tampered GNU strip alone can backdoor an entire NixOS build.
Asahi Linux merged M3 support into its installer. Webcam, WiFi, and AV1 decode work — GPU acceleration and sleep still don't.
HydraFusion picks a workflow, not just a model — drafting, critiquing, and escalating across providers to match Opus 5 quality at a fraction of the cost.
Tencent open-sourced Hy4: 770B parameters, 49B active, a 1M-token window. The odd part — it optimized its own inference system, lifting throughput 31.8%.
htmx 4.0 swaps XMLHttpRequest for fetch(), adds morph swaps and <hx-partial>. Is it time to bet on hypermedia over SPA frameworks?