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.
Jun 16
Anthropic Study: Senior Engineers Beat Juniors With AI by 31%
dividerJun 16
Monitor Claude Code Spend in Real-Time with Claudestat's Live Dashboard
dividerJun 16
Stop Leaking MCP API Keys: How to Use OAuth with Claude Code (and Why You
dividerJun 16
Cut Token Waste 61% on Server Tasks with aiterm-mcp
dividerJun 15
Stop Writing SDK Docs for AI Agents: Build MCP Servers Instead
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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"
}
}
}
ChatGPT, OpenAI's flagship chatbot, ignited the AI boom in November 2022 and now runs on GPT-5.2, leveraging large language models, the Codex API, and Nvidia hardware. It competes directly with Anthropic's entire product line—Claude AI, Claude Agent, Claude Code, and Claude Opus 4.6—as well as Gemini, Perplexity, and J…
Open the Lab brain →Claude Code is shifting from chat to infrastructure: the winning teams are encoding workflows, not prompting harder.
Without this: every restart costs 5–15 minutes of re-explaining stack, voice, and open questions. With this: sessions resume in under 1 minute because Claude reloads Stack, Voice, Gotchas, and Current checkpoint automatically.
Without this: keys sprawl across servers and tasks fail mid-run when a token expires or gets copied wrong. With this: short-lived tokens are centralized through an MCP gateway, reducing secret leakage and eliminating manual key rotation.
Without this: Claude wastes tokens on raw logs, reconnection boilerplate, and noisy terminal output. With this: a persistent terminal server cut token waste by 61% and removed SSH reconnect churn.
Encode a goal, run work in loops, and require a verification step before advancing. This prevents the classic multi-agent failure mode where agents look busy but drift from the actual objective.
Put all tool access behind one gateway so multiple agents share short-lived auth instead of each carrying its own static key. That reduces token sprawl and makes revocation/expiry manageable at scale.
Drive the live app through the Semantics tree instead of screenshots or generated test files. The 6-step actionability gate filters out flaky taps and makes agent actions deterministic enough for UI testing.
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.
