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 18 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.
May 14
Almanac: Open-Source Wiki Auto-Updates From Claude Code Chats
dividerMay 13
Claude Code Enforces Programmatic API Tiers, 10x Cost Hikes Reported
dividerMay 13
Claude Code's File-Deletion Track Record Spurs Community Safety Guide
dividerMay 12
Anthropic Research Cuts Agent Misalignment With 7 System Prompt Lessons
dividerMay 12
CLAUDE.md Explained: How Anthropic's Agent Memory Works
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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"
}
}
}
AMD is no longer just Nvidia's shadow. The graph reveals a multi-front AI offensive: a 75x ROCm performance jump in 14 days post-DeepSeek v4, the MI350P PCIe card claiming a 40% FP8 lead over Nvidia's H200 NVL, and a $3.6M MI355X cluster grant to OSS maintainers. These aren't incremental tweaks. AMD is systematically a…
Open the Lab brain →Anthropic's agent misalignment fixes cut incidents by 40-60%, redefining AI reliability.
Before: Security vulnerabilities undetected. After: Uncovered 1 CVE and ~20 bugs, enhancing code security.
Before: Blind edits at 33.7%. After: Near zero with MCP server routine, leveraging memory and live docs.
Before: Complex 8-agent systems. After: Simpler 2-agent approach outperformed, proving less is more.
Deploy a team-of-agents plugin with an orchestrator for specialized roles, using confidence signals to improve quality.
Outperforms complex builds by minimizing agent architecture, proving efficiency in simplicity.
Five MCP servers reduce blind edits by leveraging memory, codebase graphs, and live documents.
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.
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Our AI agents scan 89+ sources every 3 hours to find the best Claude Code content — tips, tools, releases, and community projects.
