# spatial-computing

#cloud-computing#ai-coding#devops#software-engineering

"Autonomous coding agents don't break in the middle, they break at the seams"

After running AI coding agents in production for a while, one thing became clear: the failures aren't in the code the model writes. They're at the seams — git, CI, auth, the network. The boundaries with the outside world. The model itself is genuinely capable. It writes functions, writes tests, refa

Git & Kolaborasi: Panduan untuk Pemula (Lengkap dengan Analogi)

🌐 Baca artikel ini dalam Bahasa Inggris di sini. 📝 Catatan tentang artikel ini Belajar Git itu tidak harus membingungkan. Di artikel ini, saya akan menjelaskan konsep-konsep penting dalam version control dan kolaborasi menggunakan bahasa yang sederhana — bahkan dengan analogi yang bisa dipahami an

GeekNews Frontend Weekly Deep Dive - 2026-06-08

이번 주 프론트엔드와 웹 운영 이슈는 브라우저 실행 환경과 서버 배포 방식, 사용자 입력 도구, 규제 대응까지 넓게 퍼졌습니다. WASM 포팅과 eBPF 서버처럼 실행 환경을 바꾸는 실험이 눈에 띄었고, UUID 키 선택이나 주거용 프록시 SDK처럼 보이지 않는 인프라 선택의 비용도 함께 드러났습니다. 핵심 내용 요약: Bright Data의 SDK는 소비자 앱에 들어가 사용자의 휴대폰이나 스마트 TV를 주거용 프록시 출구로 만들고, 고객의 웹 수집 트래픽을 가정용 IP에서 나가는 것처럼 처리한다. 글은 특히 스마트 TV가 상시 전

GeekNews AI Weekly Deep Dive - 2026-06-08

이번 주 AI 이슈는 모델 성능보다 실제 도입의 주변 조건이 더 크게 보인 한 주였습니다. 신규 대졸자 고용과 HN 논쟁은 AI가 노동시장과 개발자 문화에 미치는 긴장을 보여줬고, Codex 활용 사례와 Claude Code 알림 도구는 에이전트형 개발 워크플로가 일상 도구로 내려오는 모습을 보여줬습니다. 핵심 내용 요약: 미국의 최근 대졸자는 과거 경기 침체기에도 평균 노동자보다 취업에서 유리했지만, 2019년 초부터 그 흐름이 뒤집혔고 2026년에는 격차가 기록적으로 벌어졌다. 글은 이 현상을 학위의 가치가 사라진 문제가 아니라

Version Control Simplified: Navigating Git for Seamless Dev Collaboration

🌐 Read this post in Bahasa Indonesia here. 📝 A note on this article Learning Git doesn't have to be intimidating. In this article, I'll break down the essential concepts of version control and collaboration — using simple analogies that anyone can understand. Git is a version control system. Think

Networking Highlights for May 2026: Key Developments in the Cloud

Quiet Defaults, DNSSEC Cracks, and Agents in the Data Plane I read the AWS Nitro V6 TCP timeout change twice before I believed it. Default went from 432,000 seconds to 350 seconds. Five days to six minutes. On the newest instance family. Quietly, in release notes most people won't read until somethi

#cloud#rag#prompt-engineering#llm#natural-language-processing

Breaking Down Large AI Models with RAG - Prompt Engineering

Prompt engineering is the process of designing and structuring prompts to get better results from an LLM. In a RAG application, a prompt template typically contains: User query Retrieved documents from the vector database Additional context or instructions The quality of the prompt plays a major rol

Cloud Infrastructure Struggles to Keep AI Models' Hallucinations at Bay

Every team I talk to treats hallucination like a model quality issue. "We'll just use a better model." "We'll add more context." "We'll fine-tune." They're solving the wrong problem. Hallucination in production agentic systems isn't primarily about model capability. It's about missing infrastructure

Building a 3-second medicine verifier with Gemini vision + pg_trgm fuzzy matching

The problem Indian households spend roughly ₹65,000 crore every year on out-of-pocket medicine costs. A meaningful slice of that is going toward branded drugs when the exact same molecule — same active ingredient, same dosage, same CDSCO approval — is sitting in a Jan Aushadhi store for a fraction o

Why Your Next AI Tool Might Be Bottlenecked by the Wrong Chip

Everyone's talking about GPUs for AI - but a quieter hardware shift is about to change what "fast AI" actually means for the tools you use every day. If you've used any AI-powered tool in the last two years - a writing assistant, an image generator, a meeting summarizer - you've probably noticed the

#cloud-computing#ai-skepticism#developer-community#user-experience

India's Cloud Users Resist AI Takeover, What Does This Rebellion Mean?

The loudest skeptics of AI tools are often the people who've used them the most. That's worth paying attention to. If you spend any time in developer communities, you'll notice a pattern. Bring up an AI tool, and experienced users often respond with detailed, specific complaints - not vague resistan

· · Livemint Technology

India's iPhone Sales Growth Hitting a Wall, Enterprise Deals to Save the Day

The slowdown would come despite India remaining one of Apple's brightest markets. For over four years, Apple’s outgoing chief executive, Tim Cook, has highlighted record quarterly revenue from India iPhone sales

#apple#iphone#india#business-growth#market-trends

Z47 managing director Tarun Davda to exit firm amid string of top-level departures at VC funds

Tarun Davda, a key figure at Z47 for ten years, plans to exit the venture capital firm by year-end. Sources told us that Davda is exploring launching his own fund or returning to entrepreneurship. This departure follows other senior exits at Z47 and mirrors broader churn in India's venture capital s

India's cybersecurity talent gap grows as skills prove hard to find

India faces a critical cybersecurity talent shortage, with nearly 39,000 unfilled positions, especially in emerging fields like IoT and blockchain. High attrition rates and increasing cyberattacks exacerbate the issue. New regulations demand greater compliance, while AI alone cannot bridge the gap,

#snowflake#india#rnd-expansion#global-engineering#product-development

Timing, not talent, holding back Snowflake’s India R&D expansion: Cofounder Benoît Dageville

Snowflake is prioritizing tightly integrated global engineering teams for core product development, impacting its R&D expansion plans in India due to timing and coordination challenges. While India is a growing market and ecosystem hub, the company emphasizes making AI usable across entire organizat

Lawyers welcome SC’s AI rules against ‘algorithmic justice’

The Supreme Court has released a draft framework for AI in courts, aiming to balance innovation with judicial safeguards. The proposed regulations emphasise AI as an assistive tool, strictly prohibiting its use for decision-making, adjudication, or sentencing, while encouraging its adoption for admi

Curefoods postpones IPO plans, joining Flipkart and PhonePe amid market volatility

Cloud kitchen platform Curefoods has postponed its Rs 800 crore IPO plans after Sebi approval, as mutual funds resisted its Rs 4,000 crore valuation. The company, facing market headwinds for loss-making new-age firms, aims to relist next year if market conditions improve. This follows similar deferr

#india#startup-ipo#microdrama#investment-trends

· · Inc42

India's Microdrama IPO Makes its Debut to a Live Audience of Investors

Thus far, India’s startup IPO story has mostly remained dominated by startups in sectors like ecommerce, fintech and SaaS. But…

Removing API Keys from Git History: BFG + Force Push (A Security Incident Response)

Removing API Keys from Git History: BFG + Force Push (A Security Incident Response) Published on: 2026-06-06 Reading time: 5 min Tags: #security #git #devops #secrets API keys were committed to .env file in Git history. Anyone with repo access could do git log and see them. git log --all --full-hist