I'm 12. A dev asked me to expand my architecture. Here's the deep dive, schema, RLS, fallback chain, and the z-index war.
My last article shared the high-level architecture of KODA (my AI coding mentor built on a POCO C55)....
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A relentless interviewer that pushes you through a full 45-minute system design loop.
You are a Staff Engineer conducting a 45-minute system design interview.
Topic: {{TOPIC}}
Candidate level: {{LEVEL}}
Rules:
1. Ask one question at a time. Never dump the full solution.
2. …Drop into any unfamiliar repository and get an architecture map in minutes.
Act as a principal engineer onboarding onto this repository. Step 1, Map entry points, build tooling, and runtime boundaries. Step 2, Draw the module dependency graph in text. Step 3, Ident…
Editorial-grade product photography with controllable light direction.
{{PRODUCT}} on a matte concrete plinth, single hard key light from camera left, deep falloff, seamless charcoal backdrop, 85mm lens, f/2.0, subtle rim light, editorial product photography, u…Editorial
Long-form essays on engineering, design, careers and the Indian tech ecosystem.
Directory
The global buildout of AI infrastructure reached a new milestone today, Firebird, an emerging AI cloud, launched the CIS region’s largest AI factory in Armenia, establishing a new…
You'll be surprised what you can do with AI video now.
Wan 2.2 is our fastest, cheapest video model.
“We’re at an inflection point in cybersecurity,” Jensen Huang told a sold-out crowd at CrowdStrike’s Fal.Con 2026 in Las Vegas Tuesday. Attacks are now automated. Defense has to b…
Tech news
My last article shared the high-level architecture of KODA (my AI coding mentor built on a POCO C55)....
An LLM feature usually starts with one OPENAI_API_KEY in a .env file. It stops being that once a...
The reason you don't speak up isn't confidence. Everyone else is thinking out loud while you wait for your thought to be finished, and a good point at minute thirty is worth less than a rough one at minute twelve. Here's how to land it on time.
Articles about lint rules can only ever show you someone else's code. ESLint's own linter compresses to 362 KB with two real plugins inside it, small enough to just ship. Here's the ~60-line esbuild recipe that puts a working linter in a blog post, the four traps that cost me an evening, and the demo bug that shipped because my test grepped for a string instead of running the rule.
Roadmaps
Open source
DeepSeek Harness: Everything is a Plugin.
为 DeepSeek Harness (DSH) 插件生态打造的现代化桌面端解决方案。万物皆「插件」,桌面本身也是「插件」。
A privacy-first app that strips AI watermarks from content you own.
A curated list of plugins for DeepSeek Harness (dsh) · DeepSeek Harness 插件精选列表
Research
Figshare 2026
This paper recognizes and responds to a prior lack of understanding regarding the factors that shape designer’s opportunities to engage in more responsible design and identifies a myriad of complex elements at play. Through in-depth qualitative research with 27 design consultants and 4 leading academics in the UK and Ireland, insights into industrial design practice which bridge this knowledge gap and provide a valuable foundation upon which future work to engage design in responsible design practices, have been generated. Multiple priorities; acting predominately in response to the requirements of their clients; and the fact that consultants are not the final decision makers, all limit the opportunity for designers to engage in responsible design. However there is also a clear value-action gap that appears to be driven by widespread lack of understanding as to how to undertake responsi…
Zenodo (CERN European Organization for Nuclear Research) 2026
We study a hidden-set problem in which perfect point queries acquire information but earn no reward, while a separate exact-q terminal action earns its hit count. Every instance satisfies V_ad^# = 2 and I >= 1, a staircase has ratio at least q/(1+2q/I) and approaches q as depth and ground size grow. The worst-case additive gap tends to q-1; at depth two, a four-state prior attains the sharp gap q(q-1)/[2(2q-1)]. Under one-hit reward, adaptivity instead collapses: a prior-free pointwise compilation makes all policy classes equal weighted maximum (I+q)-coverage. For hit count, the batch objective is not generally submodular, while a coverage proxy gives a (1-1/e)/q approximation. By contrast, reward-bearing active search admits ratios that grow with feedback-batch size. A two…
Journal of the Association for Information Systems 2026
This paper uses transaction cost theory to study cloud computing adoption. A model is developed and tested with data from an Australian survey. According to the results, perceived vendor opportunism and perceived legislative uncertainty around cloud computing were significantly associated with perceived cloud computing security risk. There was also a significant negative relationship between perceived cloud computing security risk and the intention to adopt cloud services. This study also reports on adoption rates of cloud computing in terms of applications, as well as the types of services used.
PubMed 2026
PURPOSE: This study evaluated the validity of the color selection results obtained from digital cameras. MATERIALS AND METHODS: Four observers matched the colors of 30 extracted maxillary incisors under daylight conditions. Two different digital cameras, with 1.5- and 5.0-megapixel resolutions, were used to select the color of the standardized circular area with 3 reference points on the same teeth; a spectrophotometer was also used, and the results were compared with the human and camera observations. RESULTS: The highest significant agreement (60% agreement with the spectrophotometric values) was found with the 5.0-megapixel camera. CONCLUSION: It appears that the resolution capacity of a digital camera can increase the reliability of color selection.
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Notes · Markdown / PDF
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Ovyro started as a folder of bookmarks during a placement season. It is now a full platform, written, designed and maintained in public.
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