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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3517 posts
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AI Safety & Alignment 2026 Deep Dive - Constitutional AI · RLHF · DPO · GRPO · Mechanistic Interpretability · AISI Evals · Red Team
A single-shot map of AI safety and alignment as of 2026. Starts from conceptual roots like outer/inner alignment and mesa-optimization, walks through training-time alignment (RLHF, DPO, GRPO, Constitutional AI), frontier
2026-05-16 · 20 min read #ai-safety#ai-alignment#constitutional-ai#rlhf#dpoBrowser Extension Development in 2026 — Manifest V3 / Plasmo / WXT / Side Panel API / Safari Extensions Deep Dive
Browser extension development became a different world after Chrome permanently killed Manifest V2 in June 2024. Background pages became service workers, blocking webRequest was replaced by declarativeNetRequest, and the
2026-05-16 · 27 min read #browser-extension#manifest-v3#mv3#plasmo#wxtCalendar and Scheduling Apps in 2026 — Notion Calendar / Amie / Fantastical / Vimcal / Akiflow / Reclaim AI / Cal.com Deep Dive
A full map of the calendar and scheduling market in 2026. Notion Calendar (formerly Cron), Amie, Fantastical 4, Vimcal, Akiflow, Reclaim AI, Motion, Sunsama, Morgen, BusyCal, plus Cal.com / SavvyCal / Calendly booking li
2026-05-16 · 17 min read #calendar#scheduling#notion-calendar#amie#fantasticalAI Restaurants & Food Tech 2026 Complete Guide - Toast AI · Olo · Presto · McDonald's · Domino's · Sweetgreen Infinite Kitchen · Chipotle Autocado · Soul Machines · Bear Robotics · Baemin AI Deep Dive
In 2026 the restaurant industry has become a battleground for AI and robotics. We dive deep into Toast · Square · Olo POS stacks, Presto · Wendy's FreshAI · OpenAI Aramark voice ordering, Sweetgreen Infinite Kitchen · Ch
2026-05-16 · 21 min read #ai-restaurant#food-tech#toast-ai#olo#prestoBug Bounty & VDP Platforms 2026 — HackerOne / Bugcrowd / Intigriti / Synack / YesWeHack / Immunefi / Code4rena / Anthropic Model Safety Deep Dive
In 2026 the bug bounty industry has finished a whole season. HackerOne pushed back its IPO and tilted toward managed services, Bugcrowd leans on AI triage, and across Europe Intigriti has become the de-facto standard. Sy
2026-05-16 · 20 min read #bug-bounty#vdp#hackerone#bugcrowd#intigritiBrain-Computer Interfaces 2026 — Neuralink / Synchron / Blackrock / Paradromics / Precision Neuro / Emotiv / Muse / OpenBCI / Galea Deep Dive
Neuralink (Noland Arbaugh, first human implant Jan 2024), Synchron Stentrode, Blackrock Utah Array, Paradromics, Precision Neuroscience layer-7, Onward Medical, Inbrain graphene, CTRL-Labs (Meta Reality Labs neural wrist
2026-05-16 · 21 min read #bci#brain-computer-interface#neuralink#synchron#stentrodeAI Public Transit and Mobility-as-a-Service (MaaS) 2026 Complete Guide - Optibus, Moovit (Mobileye), Cubic Transportation, Citymapper, Via, Lyft, Uber, Kakao T, TADA, Toss Mobility, NAVITIME, Jorudan, Yahoo Norikae Annai Deep Dive
2026, the year public transit and mobility are rewritten with AI - Optibus operations, Moovit (Mobileye) global trip planning, Citymapper, Via, Uber, Lyft, Kakao T, TADA, Toss Mobility, NAVITIME, Jorudan, Yahoo Norikae A
2026-05-16 · 22 min read #ai-public-transit#maas#optibus#moovit#cubic-transportationBrowser DevTools Deep Dive 2026 — Chrome / Firefox / Safari / Edge / WebDriver BiDi / CDP / Lighthouse 12 / AI Assistance (Gemini) Deep-Dive Guide
Chrome DevTools, Firefox DevTools, Safari Web Inspector, Edge DevTools, WebDriver BiDi (W3C, the CDP successor), Chrome AI Assistance (Gemini), Performance Insights, Recorder + Workflows, Workspace, Lighthouse 12, Lighth
2026-05-16 · 21 min read #devtools#browser-devtools#chrome-devtools#firefox-devtools#safari-web-inspectorAudio Plug-in Development 2026 Deep Dive - JUCE 8, VST3, AU, AAX, CLAP, iPlug2, FAUST, Cmajor, Elementary Audio
Everything you need to know about audio plug-in development in 2026 — a comparison of plug-in formats like JUCE 8, VST3, AU/AUv3, AAX, CLAP, and LV2; next-gen frameworks like iPlug2, DPF, FAUST, Cmajor, and Elementary Au
2026-05-16 · 21 min read #english#audio-plugin#juce#vst3#audio-unitAI Presentation & Slide Tools 2026 Deep Dive - Gamma, Tome, Beautiful.ai, Pitch, Plus AI, Decktopus, Prezi, Canva Magic Design
In 2026 presentations no longer start with a blank slide. A single prompt produces a deck in 30 seconds. Gamma, Tome, Beautiful.ai, Pitch, Plus AI, Decktopus, Prezi AI, Canva Magic Design, MS Copilot, Google Gemini, Magi
2026-05-16 · 19 min read #ai-presentation#slides#gamma#tome#beautiful-aiAPI Gateways in 2026 — Kong 4 / Tyk / Apigee / KrakenD / Zuplo / Envoy Gateway / Traefik 3 Deep Dive (15 Options, 4 Categories)
In 2026, the API gateway market splits four ways — open-source self-hosted (Kong 4, Tyk, KrakenD, Envoy Gateway, Traefik 3, Gravitee), managed SaaS/cloud (Apigee, AWS API Gateway, Cloudflare API Gateway, Azure API Manage
2026-05-16 · 21 min read #api-gateway#kong#tyk#apigee#krakendAugmented Analytics & BI AI 2026 Complete Guide — Tableau Pulse · Power BI Copilot · Qlik Answers · ThoughtSpot Spotter · Sigma Computing · Looker + Gemini · Mode · Hex · Domo · MicroStrategy Deep Dive
As of May 2026, dashboard-only BI is dying and conversational BI plus agentic data exploration has become the standard. Tableau Pulse (Einstein-powered metric monitoring), Power BI Copilot (18 months after GA), Qlik Answ
2026-05-16 · 18 min read #augmented-analytics#bi-ai#tableau-pulse#power-bi-copilot#qlik-answersAI Pets & Animal Care Tech 2026 Complete Guide - Fi Collar · Whistle GPS · Furbo · Petcube · Pawbo · Litter Robot 4 · Rover · PetLibro · PetSafe · AlphaDog · Pet Friends · Petdoc · Totozz · Pet Line · INUPATHY Deep Dive
In 2026, the pet market is exploding again, driven by single-person households, humanization, and AI-powered home appliances. The US has about 90M pet-owning households, Korea over 8M, and Japan keeps about 19M pets. Fi
2026-05-16 · 26 min read #ai-pets#pet-tech#fi-collar#whistle-gps#furboAPI & Web App Auth Libraries 2026 Deep Dive — Auth.js v5 · Lucia v3 · better-auth · Clerk · Stytch · WorkOS · Kinde · SuperTokens · Frontegg
In 2026 the build-vs-buy line for web app auth is sharper than ever. From libraries like Auth.js v5, Lucia v3, and better-auth to managed SaaS like Clerk, Stytch, WorkOS, Kinde, SuperTokens, and Frontegg — this deep dive
2026-05-16 · 24 min read #english#auth-libraries#auth-js#lucia#better-authAI VR Fitness Games 2026 Complete Guide - Supernatural (Meta) · Beat Saber · FitXR · Holofit · Les Mills BodyCombat · The Thrill of the Fight · Synth Riders · OhShape · VR Workout · Eleven Table Tennis · Apple Vision Pro Fitness Deep Dive
VR fitness in 2026 sits in the middle of a transition: headsets moving from gaming gadget to actual gym equipment. Meta Quest 3 and 3S opened the gates at the 300 USD price point, Apple Vision Pro defined a premium tier,
2026-05-16 · 21 min read #ai-vr-fitness#vr-games#supernatural-meta#beat-saber#fitxrAI Online Learning Platforms 2026 Complete Guide - Coursera Coach, Udemy AI, edX, Codecademy AI, Pluralsight Iris, LinkedIn Learning AI, FastCampus, Inflearn, Class101, No-Code Camp, Schoo, Udemy Japan, Dotinstall, Progate, Aidemy Deep Dive
As of May 2026, online learning is at its second inflection point. The first was 2012 when Coursera, edX, and Udacity sparked the MOOC revolution; the second is now, post-ChatGPT, where AI tutors are being grafted onto e
2026-05-16 · 27 min read #ai-online-learning#coursera-coach#udemy-ai#edx#codecademy-aiAI Video Editing & Production Tools 2026 Deep Dive - Descript · Runway · Veed.io · OpusClip · Submagic · CapCut AI · Clipchamp · DaVinci Resolve · Premiere Pro · Final Cut Pro Compared
Spring 2026, video editing is no longer about slicing a timeline. Delete words from a transcript and the cut happens. Type "add B-roll" and stock footage appears. Vertical shorts are auto-generated from horizontal long-f
2026-05-16 · 30 min read #ai-video-editing#descript#runway#veed#opusclipAI Warehouse Robotics & Fulfillment 2026 Deep Dive - Symbotic, Berkshire Grey (SoftBank), Locus Robotics, AutoStore, GreyOrange, Geek+, Hai Robotics, Amazon Robotics, NVIDIA Isaac, Doosan Robotics, ZMP Complete Guide
A complete view of the warehouse robotics and fulfillment AI market as of May 2026. AMR/AGV (Locus, GreyOrange, Geek+, Hai, MiR, OTTO), Goods-to-Person (AutoStore, Symbotic, Exotec), piece picking (Covariant, RightHand,
2026-05-16 · 16 min read #warehouse-robotics#fulfillment-ai#symbotic#berkshire-grey#locus-roboticsAI Music Streaming & Discovery 2026 Complete Guide - Spotify DJ · AI Playlist · Apple Music Discovery Station · Amazon Maestro · YouTube Music Mix · Tidal HiFi+ · SoundCloud · FLO · Melon · Bugs · Genie · AWA · LINE Music Deep Dive
In spring 2026 music streaming is no longer the era of "700 million subscribers" — the central question is whether AI curation is becoming more compelling than the songs themselves. Spotify DJ introduces the next track i
2026-05-16 · 25 min read #ai-music-streaming#music-discovery#spotify-dj#apple-music#amazon-maestroAI Translation & Localization Tools 2026 — DeepL, Lilt, Smartling, ModernMT, Crowdin, Phrase, Google Translate, Claude, GPT, NMT Deep Dive
Translation in 2026 is no longer a single-model story. DeepL still rules European, Korean, and Japanese pairs; LLMs (Claude, GPT, Gemini) bring long context and free-form domain adaptation; Lilt and ModernMT lead human-i
2026-05-16 · 34 min read #ai-translation#localization#deepl#lilt#smartling