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Maple-Preview achieves 120 tok/s inference of a 20B ternary MoE model on iPhone. We analyze ternary quantization, MoE sparse activation, and on-device inference challenges.

Domo is a family calendar AI assistant running on Claude subscriptions. Add events via text message with an always-on wall dashboard. An open-source, replicable blueprint for building personal AI agents.

In-depth analysis of transitioning from DevOps to MLOps: core differences, market demand, required skills, and a practical three-step path for operations engineers making rational career decisions.

Dashi Metrics maps revenue and visitor data onto an interactive 3D globe in real-time, giving SaaS teams and indie founders intuitive geographic visualization of their global business.

Ad tech giant Adform was hacked, exposing security risks in online advertising. Learn why ad platforms are targets, how ad blockers protect against malvertising, and get practical tips on uBlock Origin and Pi-hole.

Explore how Agent Skills inject team coding standards into Claude Code and Codex, enabling consistent code style and reducing review rework in AI-assisted development.

Deep dive into Tailwind CSS's utility-first philosophy, core advantages, and practical strategies. Learn how this atomic CSS framework boosts dev efficiency with smaller production bundles and customizable design systems.

GrowthBook 5.0 unifies feature flags, A/B experimentation, and product analytics into an AI-native, warehouse-native platform. Deep dive into its AI Visual Editor, Agent Skills ecosystem, and value for growth teams.

A comprehensive analysis of webpack's core mechanisms including Loaders, Code Splitting, and its vital role in modern frontend engineering and ecosystem value.

Quantprobe is an open-source memory optimization framework that enables 30B LLMs to run at 22 tokens/s on 6GB GPUs through per-layer quantization and intelligent CPU/GPU splitting.

Cursor's Unlimited Auto plan is ending. Learn how developers consuming 300M+ tokens/month can control AI coding costs with optimized workflows and hybrid tool strategies.

An in-depth analysis of AI programming tools' real value and limitations: from boilerplate acceleration to hallucination issues, from efficiency illusions to complex system failures—a sober assessment from a frontline developer's perspective.

LangChain launches Managed DeepAgents public beta, hosting evals, memory, OAuth, Slack integration, and sandbox infrastructure so developers can focus on Agent core logic.

A Cursor enterprise power user exposes hidden markups in its Luna pricing: cached tokens charged a 12.5x surcharge. Detailed breakdown of the Cursor Tax billing logic and its real impact on users.

Mole is a free, open-source Windows panic button tool that mutes audio, minimizes all windows, and opens Notepad with one click. Built with Python under GPLv3.

A systematic AI engineer learning roadmap covering programming, math, ML, and data engineering foundations, plus frontier AI technologies like LLM, RAG, Agents, and MCP with free open-source resources.

SQLite creator Richard Hipp shares reliability engineering secrets: 100% MC/DC coverage, defensive programming, and zero-dependency design that powers trillions of deployments by a 3-person team.

GrowthRail is a developer-first referral system platform offering Drop-in SDK and Referral API for SaaS, web, and mobile apps. This review covers its positioning, use cases, integration benefits, and early-stage risks.

PISIGuard is an open-source privacy tool that automatically detects and anonymizes names, phone numbers, and IDs before they reach AI chatbots like ChatGPT, preventing personal data leaks to cloud servers.

Airtop is an AI agent-powered Google Ads automation tool that handles keyword research, campaign creation, budget optimization, and reporting through natural language conversation — no SEM expertise needed.