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VLM.run wraps open-source OCR models like DeepSeek-OCR-2, GLM-OCR, and dots.mocr into a unified OpenAI-compatible API. Parse 100K pages for just $60 with JSON output and MCP server support.

Evidence Core is an open-source Code-First BI framework that lets you define metrics, dashboards, and reports in code, works seamlessly with AI coding agents, and deploys free anywhere.

Octomind Cloud and Hub is a cloud AI coding platform with zero API keys, 27+ built-in models, per-second billing, and cross-device session continuity that claims to outperform Claude Code and Codex.

Why learning the LangChain framework beats chasing AI tools like Cursor and Claude Code. Covers Agent development thinking, token planning, and LangGraph.

Hands-on review of DeepSeek V4 Pro: community testing covers T5 and Candy tests, Terminal Bench score of 87.9, Harness tool impressions, and cost analysis to help you decide if V4 Pro is worth upgrading to.

Aug 18 AI Daily: Cursor merges into SpaceX for Grok tools, Qwen3 open-source hits 200+ tok/s approaching frontier, GLM-5.3 released for coding, GPT-5.6 turbo mode previewed.

RisenX is a DeepSeek-native coding agent featured in DeepSeek's official API docs. It supports cache-first loops, tool-call repair, and Flash/Pro smart switching.

A detailed retrospective of a real AI customer service commercialization case: 2-person team, 30-day delivery, $11K budget. Deep dive into tech stack, RAG architecture, and AI-human routing design.

Annotate is a free local-first tool that turns screen recordings with annotations and voice into multimodal prompts for AI coding agents like Cursor, Claude, and Codex.

Deep comparison of Claude Code vs Codex: architecture differences, behavior patterns, and use cases. Based on SWE-RPG benchmark data, choose the right AI coding assistant for your team.

OpenAI cuts GPT-5.6 Sol prices by over 20%; Codex hits 20M active users with security scanning; DeepSeek launches V4 Flash Vision multimodal model; anonymous OS Alpha tops API call rankings.

Real-world testing shows ChatGPT Pro's $200 Codex quota converts to just 1.2 cents per million tokens for GPT-5.6—62x leverage that's cheaper than DeepSeek V4 Pro for equivalent workloads.

Aug 22 AI roundup: ZCode gives away 100M GLM tokens, OpenAI GPT API drops 20%+, DeepSeek multimodal model launches, Kimi's AI colleague Mira enters Feishu, GPT Image 2 supports transparent backgrounds.

Guide to configuring GPT-5.6-Sol 1M context in OpenAI Codex, with analysis of price doubling, capability degradation, and noise issues, plus practical scenario-based recommendations.

In-depth analysis of Claude Code's agentic programming capabilities compared to Cursor, TRAE, and Copilot. Learn how Claude Code reads entire projects, auto-debugs, and delivers superior accuracy.

In-depth analysis of Gemini 3.6 Flash: intelligence scores flatlined but speed doubled, Token efficiency improved, multimodal up. Revealing compute bottlenecks behind 3.5 Pro's delay and pricing war realities.

Hands-on comparison of 4 low-cost ways to use ChatGPT in China: WeChat subscription, free GitHub Copilot credits, API relay platforms, and domestic model alternatives for coding.

A complete guide on using Codex and AI programming tools to build monetizable products from scratch, covering the 5-stage AI user model, four monetization paths, and Vibe Coding methodology.

In-depth review of DeepSeek Harness agentic coding system: plugin architecture, 95% cache hit rate, Flash vs Pro comparison, and real-world ISS tracker built with 20M tokens.

Learn how to build a zero-code bioinformatics workstation using AI Agents, covering Agent, MCP, and Skills concepts, Claude Code vs Codex comparison, and four bioinformatics-specific Skills configurations.