LockDraft

ReAct vs. Plan-and-Execute: Two Patterns for AI Agents
Two of the most common agent loop patterns, what each one is actually good at, and when picking the wrong one will hurt you.
#agents#react#planning+1
Claude Code Update: Terminal Layout Controls, Telemetry Diagnostics, and Session Stability Fixes
Claude Code adds terminal prose width controls, telemetry diagnostics, and resolves session retry failures, extended thinking drops, and credential prompt loops
#claude-code#ai-agents#developer-tools+3
Mastering Claude: A Developer’s Guide to Models, Tools, and Infrastructure
A practical tutorial for engineers integrating Claude's API surface, managing capabilities, routing requests, and scaling agent workflows.
#claude#ai-models#api-integration+3
Claude Code v2.1.281 Release Notes
Gateway role assumption, Bedrock guardrails, session resume fixes, and stream stability improvements.
#claude-code#tool-update#ai-agents+2
Architecting with Claude: An In-Depth Developer's Guide to Anthropic's API Surface
Master Claude's API surface. Learn to configure adaptive thinking, set up server-side fallbacks, manage data residency, and leverage tools.
#claude#anthropic#ai-news+2
OpenAI Previews Advanced Prompt Caching for GPT-6
OpenAI announces prompt caching upgrades for GPT-6, introducing explicit breakpoints, new diagnostics, and improved hit rates to lower latency.
#openai#gpt-6#prompt-caching+3
How to Read an AI Model Announcement Without Getting Fooled by Benchmarks
Model release posts are marketing documents first. Here's what to actually check before deciding a new model changes anything for you.
#ai-news#benchmarks#evaluation
Prompt Engineering Basics: Structure Beats Cleverness
The handful of structural habits that improve prompt output more reliably than any 'magic phrase.'
#prompt-engineering#basics
Building Your First n8n Workflow: A Practical Walkthrough
Set up n8n and build a real, working automation — a webhook that filters, transforms, and forwards data — instead of a toy example.
#n8n#automation#tutorial
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LockDraft
AI news, agents, automation & prompts.
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Welcome to LockDraft — practical AI news, agent patterns, automation workflows, and ready-to-use prompts.
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