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We faced a recurring issue in our content generation pipeline: the LLM frequently outputted malformed Markdown. Unclosed code blocks, broken list levels—you name it. Relying solely on Prompt engineering became a game of whack-a-mole that we couldn't win. The core problem? Asking an LLM to generate M
📌 Overview Today was a "silent day" — no Claude Code sessions, no commits, no code changes. Yet technical work isn't just about writing code. This day was dedicated to deep thinking, architecture review, and personal knowledge management. Learning to leverage "empty days" to recharge and plan for t
Overview Today's focus was on automating article publishing to CSDN and WeChat MP (微信公众号) using Playwright, after CSDN deprecated its public Open API. Key achievements include: injecting Markdown content into CSDN's dynamic editor, handling title input quirks, implementing QR code login for WeChat M
I've shipped 4 Chrome extensions and 2 VS Code extensions. The advice that always sounds smart — "find a popular extension the dev abandoned, rebuild it better" — is miserable in practice. You open the Web Store, see 100k users and a 4.4 rating, think you found gold, then burn a weekend reading revi
Why This Matters: The 2 AM Problem It's 2 AM. Your phone rings. Your production database is down. Customers can't log in. Revenue is dropping by the second. You call the Ops team. They restart the server. Downtime: 45 minutes. Cost: $100K in lost sales. Root cause? Unknown. This happens thousands of
Ever started a new project and found yourself rebuilding the same modal, dropdown, toast notification, tabs, and switches for the 20th time? I got tired of that. So I built UltraHTML, a lightweight UI library that gives you modern components with simple HTML and JavaScript, no framework required. In
Hermes-Crew Hybrid: A Hybrid Architecture for Secure Multi-Agent AI Workflows I built a hybrid system that combines a central orchestrator (Hermes) with temporary CrewAI micro-crews, protected by 3 layers of security. Here's what it does and why it matters. Multi-agent AI systems are powerful but da
We open sourced Centaur last month—a Slack agent we built for our own investing and engineering work. Over the past few months it's grown to 100-150 daily power users across a few organizations, handling both judgment-heavy tasks like investment research and raw horsepower work like searching massiv
"Files never leave your browser" is becoming standard copy for PDF tools, image editors, and document converters. But a trust claim and a verifiable fact are different things. Here's how to turn "zero upload" into something any user can audit in about two minutes, and how to enforce it at the browse
When to choose ansible roles over playbooks depends on the need for reusable structure, clear separation of concerns, and scalable maintenance across many environments. In a deployment that touches 1,200 servers, the early design decision determines whether the codebase remains maintainable or devol
On June 9, Anthropic shipped Claude Fable 5 — the most capable coding model the industry had ever seen. Three days later, the U.S. government ordered it offline for every user on Earth. No warning. No transition period. One directive, and the frontier vanished overnight. 📖 Read the full version wit
When I shipped Trooper, a privacy-aware LLM proxy written in Go, I didn't have a marketing plan. I had GitHub traffic analytics and a habit of checking them obsessively. Seven weeks later, I have something more useful than a viral moment: a ranked table of every traffic spike, what caused each one,
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The post XRP Price Prediction For June 15 appeared first on Coinpedia Fintech News XRP is holding near $1.13 on the weekly chart, a level that has been acting as critical support through the current bear market. The longer-term bearish trend has not yet reversed and no confirmation of a structural b
The post Trump Announces Iran Deal, Strait of Hormuz Reopens appeared first on Coinpedia Fintech News U.S. President Donald Trump said a deal with Iran has been completed, leading to the reopening of the Strait of Hormuz and the end of the U.S. naval blockade. The announcement could ease concerns ov
The post India Crypto Tax Notices appeared first on Coinpedia Fintech News India’s Income Tax Department has sent more than 44,000 notices linked to virtual digital asset holdings after identifying over ₹888 crore ($104 million) in undisclosed crypto income. Authorities now require exchanges, custod
The post Nikkei Hits Record 69,500 as Investors Look Past Expected BOJ Rate Hike appeared first on Coinpedia Fintech News Japan’s Nikkei index rose above 69,500 for the first time on record, gaining 5.4% in two hours and adding more than ¥77.22 trillion ($465 billion) in stock market value. The rall
Crypto funds share their outlook on bitcoin, the biggest risks ahead, and where they see the best risk-reward opportunities today.
The multipronged approach of Biotechnology Industry Research Assistance Council (BIRAC) encompassing funding, infrastructure, networks, market reach has led to expansion of biotech startups in India.
Senior Anthropic officials are in Washington to meet White House representatives. This meeting aims to resolve a dispute that has led to the shutdown of the company's advanced AI models. The models Fable 5 and Mythos 5 were affected by a Trump administration order. Anthropic responded by disabling g
