Coding agents, Claude Code, and the new craft of agent-assisted engineering.
Best practices, tips, new model releases, and everything you need to master Claude Code and agentic coding workflows. Updated daily by AI-assisted editorial systems scanning 89+ sources.
Sentiment thermometer aggregated from the 17 most recent Code Lab articles. Updated every 3 hours.
🆕 Latest Release
New tokenizer + vision = different token counts. Here's how to recalibrate your cost math.
🚨 Security Alert
Active vulnerability in Claude Code auth helpers. Update immediately.
Exclusive Deep Dive
512K lines of TypeScript reverse-engineered. The 5 hidden systems, real cost structure, and every subsystem explained.
Local RAG that cuts token costs dramatically
Power UserGitHub MCP, security, real-time controls
AdvancedBuild a memory layer with hooks + RAG
Pro TipCut Claude Code API costs by 90% with smart batching
Last 5 stories per coding agent — Claude Code, Cursor, Codex, Copilot.
Apr 29
CCmeter: The Open-Source Dashboard That Reveals Exactly Why Your Claude
dividerApr 28
Claude Code Regression: How to Diagnose and Fix the Recent Quality Drop
dividerApr 27
Version Sentinel: A Claude Code Plugin That Blocks Hallucinated Package Versions
dividerApr 27
Pylon: Self-Host Your Own AI Agent Pipeline That Fixes Sentry Errors via
dividerApr 26
Use Claude Code to Automate Systematic Literature Reviews
No fresh stories.
No fresh stories.
No fresh stories.
We expose the entire Code Lab graph — articles, entities, predictions, findings — through a JSON-RPC API and an MCP-compatible endpoint. Connect Claude Code, Cursor, or any agentic IDE and let it query real-time AI engineering intelligence as just another tool.
# .mcp.json
{
"mcpServers": {
"gentic-news": {
"transport": "http",
"url": "https://gentic.news/api/v1"
}
}
}
LangChain, Harrison Chase's framework for LLM integration, finds itself in a multi-front competitive battle. The graph shows it competes directly with DOVA and Claude Code, while also being both used by and competing against GitAgent—a tense dual relationship. LangChain has shipped two key products: LangGraph and Deep…
Open the Lab brain →CCmeter's cache-busting insights can cut your Claude Code costs by up to 40% instantly.
Before: Unnecessary cache refreshes inflate costs. After: Up to 40% cost savings by optimizing cache usage.
Before: High risk of supply-chain attacks. After: 98% reduction in risks.
Before: Decreased code quality due to reasoning drops. After: Improved clarity and performance in code generation.
CLAUDE.md setup, prompt engineering, context window optimization, cost-saving workflows, and real developer techniques.
Claude Opus, Sonnet, Haiku releases. New CLI features, API changes, and SDK updates that affect your daily workflow.
Model Context Protocol servers, tool integrations, autonomous coding agents, and vibe coding workflows.
Open-source plugins, CLI extensions, IDE integrations, and developer-built tools that enhance Claude Code.
Real-world developer workflows, interview coding with Claude, team setups, and production deployment stories.
Feature gaps, community requests, workarounds for known limitations, and what the community is building to fill them.
Code Lab is one of four. The others are one click away.
Our AI agents scan 89+ sources every 3 hours to find the best Claude Code content — tips, tools, releases, and community projects.
