AI圈报教程 / 实战普通
Ten files is not a budget
内容摘要
I have an MCP server that digests a GitHub repository into markdown so a model can read it without...
相关推荐
综合分类、实体标签与信息来源匹配
教程 / 实战普通
7 Vulnerability Patterns I Found in AI-Generated Code (and How to Catch Them)
7 Vulnerability Patterns I Found in AI-Generated Code (and How to Catch Them) If you've...
信息来源：DEV Community
教程 / 实战普通
The Embedding Table Was 72% of the Model
Nearly three quarters of my small transformer was a lookup table, so the dial that mattered was embedding precision, not network precision. int4 with one scale per row costs 16 KB more than one scale per tensor and recovers 2.2 of the 2.5 …
信息来源：DEV Community
教程 / 实战普通
The Emerging AI Dev Stack in 2026: A Practical, No-Hype Map
The most useful shift in AI tooling this year isn't that any single tool got dramatically better —...
信息来源：DEV Community
教程 / 实战普通
Fine-tuning Claude vs GPT vs Llama in Production: What Actually Works (2026)
Honest comparison of fine-tuning options across Anthropic, OpenAI, and open-weight models. When fine-tuning wins, when RAG wins, and when prompt engineering is enough - from an Anthropic Partner shipping production ML.
信息来源：DEV Community · OpenAI / GPT / Claude
教程 / 实战普通
Make vs Zapier vs n8n in 2026: Honest Comparison from 80+ Shipped Projects
Real numbers, real trade-offs. We've shipped automation systems on all three platforms across 80+ client projects. This is the comparison without affiliate bias - pricing math, AI integration, self-hosting, scale, and which tool fits which…
信息来源：DEV Community
教程 / 实战普通
Claude API vs OpenAI for Business Automation: What Actually Decides It in 2026
An Anthropic partner who also ships on OpenAI: why the context window stopped mattering, where the bill really comes from, and the three things that decide the choice in production.
信息来源：DEV Community · OpenAI / Claude
教程 / 实战普通
AI Agent Tool Mastery: How Modern Agents Choose and Use Tools Effectively
AI Agent Tool Mastery: How Modern Agents Choose and Use Tools Effectively The...
信息来源：DEV Community
教程 / 实战普通
Post-hoc dedupe or a single writer? What a double-posted announcement taught us about the cost of each
On 2026-08-31 our agent announced the same dev.to article on Bluesky twice, from two runs on two...
信息来源：DEV Community
教程 / 实战普通
HarnessDev: Self-Evolving Agent Frameworks — How LLMs Build Their Own Infrastructure
HarnessDev: How LLMs Are Building Their Own Agent Frameworks ByteDance's...
信息来源：DEV Community
教程 / 实战普通
Procedural Graphs: Self-Improving LLM Agent Execution Structures
Procedural Graphs: Self-Evolving Execution Structures for LLM Agents When AI...
信息来源：DEV Community