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LLM Tooling

5 articles · Page 1 of 1
AI Programming Lab
AI Programming Lab
Oct 19, 2026 · Artificial Intelligence

DeepSeek-V4.1-Flash-1017 Unifies Search & Scraping for AI-Native Agents

DeepSeek-V4.1-Flash-1017 introduces native Search and Fetch APIs that eliminate third-party glue code, offering advanced query syntax, quality-scored results with three-tier summaries, and Markdown extraction — all accessible via a single API key with sub-cent pricing and free server-side tool calling until November 2026.

AI agentsDeepSeekFetch API
0 likes · 11 min read
DeepSeek-V4.1-Flash-1017 Unifies Search & Scraping for AI-Native Agents
AI Architecture Hub
AI Architecture Hub
Apr 15, 2026 · Operations

Boost Your Development Workflow with Claude Code: 10 Must‑Know Custom Commands

This article explains how Claude Code custom commands eliminate repetitive prompt typing and prompt drift by storing reusable markdown prompts in a version‑controlled .claude/commands directory, then demonstrates ten practical commands—ranging from environment checks to automated PR generation—applied to a real FastAPI ML inference service.

AI workflowClaude CodeCustom Commands
0 likes · 31 min read
Boost Your Development Workflow with Claude Code: 10 Must‑Know Custom Commands
PaperAgent
PaperAgent
Jan 8, 2026 · Artificial Intelligence

How Cursor’s Dynamic Context Cuts Agent Token Use by 47%

Cursor’s new dynamic context feature lets its coding agents treat long tool outputs as files and selectively load only needed data, reducing total token consumption by 46.9% while improving response quality through techniques like file‑based tool responses, conversation‑history summarization, Agent Skills standards, efficient MCP tool loading, and treating terminal sessions as files.

AI agentsCursorDynamic Context
0 likes · 8 min read
How Cursor’s Dynamic Context Cuts Agent Token Use by 47%