Qwen Can Read Model Weights. Now Give It a Bug Ticket.
Qwen's weight-reading demo suggests a different future: AI-assisted model maintenance. The missing step is turning a plausible diagnosis into a testable repair.
The Orthogonal blog
Notes on software, AI, and systems.
Source-based guides and practical explanations for people who build with technology. Explore the ideas, inspect the evidence, and understand the trade-offs.
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Humanity’s Next Evolution May Happen Between Our Brains
Could the next human leap happen between our brains? A source-grounded essay on AI, collective intelligence, and why connection alone does not create a new species.
PHP and Node.js RCEs in October 2026: What to Patch Now
PHP and Node.js shipped urgent runtime security fixes. Check affected versions, attack conditions, temporary mitigations, and a safe production upgrade path.
The Money Squeeze Is Real, but Rate Hikes Cause Inflation Is Too Simple
Seven central banks did raise rates and real yields surged, but one record AI-linked bond sale and a hot CPI print do not prove tightening caused inflation.
GMKtec EVO-X3 Use Cases: Who Needs a 128GB Ryzen AI Max+ 395 Mini PC?
A workload-first guide to the GMKtec EVO-X3 for local LLMs, private RAG, development, creative work, and the cases where it is the wrong machine.
GitHub Actions OIDC to AWS: Build a Narrow Trust Policy
Replace long-lived AWS credentials in GitHub Actions with OIDC, but lock the IAM role trust policy to the right audience, subject, branch, and environment.
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Selected guides
SSH Server Hardening in 2026: A Version-Aware sshd_config Guide
A version-aware SSH rollout with a tested login and recovery route.
Read field noteyfinance 1.6.0: Practical Python Stock Data, Live Streaming, and Equity Screening
Source-checked Python examples and the boundaries of offline testing.
Read field noteBrowser Fingerprinting Defenses in 2026: Options and Limits
Browser privacy controls, their trade-offs, and what a fingerprinting test cannot prove.
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QuickShrink
Compress and convert images before publishing or sharing them.
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HashForge
Generate and compare hashes for text or files.
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RegexLab
Test and debug regular expressions against sample text.
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