· software
I Built a Website Tracker This Weekend — Here's What I Learned
'SiteOps – A Local‑First Website Monitoring Dashboard Built by a developer who needed more than a simple bookmark manager.
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- · software
AWS 2025 Recap: A Year Where Cloud Became Smarter, Simpler, and More Human
If 2024 was about scaling cloud faster, 2025 was about making cloud make sense. AWS didn’t just launch new services — it refined how developers, DevOps engineer...
- · software
FRD Orchestration with MCP: Deterministic Context Control for Agents (No Drift)
Introduction Some time ago I wrote an article explaining the value of orchestrating multiple Feature Requirement Documents FRDs to keep full control over build...
- · ai
[Paper] Generative Classifiers Avoid Shortcut Solutions
Discriminative approaches to classification often learn shortcuts that hold in-distribution but fail even under minor distribution shift. This failure mode stem...
- · devops
Kubernetes 1.35: Enhanced Debugging with Versioned z-pages APIs
Debugging Kubernetes Control‑Plane Components with Structured z‑Pages Debugging Kubernetes control‑plane components can be challenging, especially when you nee...
- · it
Meta created 'playbook' to fend off pressure to crack down on scammers
Article URL: https://www.reuters.com/investigations/meta-created-playbook-fend-off-pressure-crack-down-scammers-documents-show-2025-12-31/ Comments URL: https:/...
- · software
I canceled my book deal
Article URL: https://austinhenley.com/blog/canceledbookdeal.html Comments URL: https://news.ycombinator.com/item?id=46446815 Points: 26 Comments: 1...
- · ai
Court report detailing ChatGPT's involvement with a recent murder suicide [pdf]
Article URL: https://storage.courtlistener.com/recap/gov.uscourts.cand.461878/gov.uscourts.cand.461878.1.0.pdf Comments URL: https://news.ycombinator.com/item?i...
- · ai
[Paper] Modeling Language as a Sequence of Thoughts
Transformer language models can generate strikingly natural text by modeling language as a sequence of tokens. Yet, by relying primarily on surface-level co-occ...
- · ai
[Paper] ResponseRank: Data-Efficient Reward Modeling through Preference Strength Learning
Binary choices, as often used for reinforcement learning from human feedback (RLHF), convey only the direction of a preference. A person may choose apples over ...
- · it
Huawei’s Ascend and Kunpeng progress shows how China is rebuilding an AI compute stack under sanctions
Huawei used its New Year message to highlight progress across its Ascend AI and Kunpeng CPU ecosystems, pointing to the rollout of Atlas 900 supernodes and rapi...
- · ai
[Paper] Convergence of the generalization error for deep gradient flow methods for PDEs
The aim of this article is to provide a firm mathematical foundation for the application of deep gradient flow methods (DGFMs) for the solution of (high-dimensi...