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Over 60% of AI Agent projects die between demo and production. This article breaks down Databricks lead Sandy's five-pillar methodology and a bank POC case study to help you avoid the most common deployment pitfalls.

Databricks tech lead Sandy shares a five-pillar framework for production-grade AI Agents—evaluation, observability, data foundation, orchestration, and governance—with a £85K retail banking failure case to bridge the demo-to-production gap.

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A plain-language guide to how Python web scrapers work: from HTTP requests and responses, HTML tag parsing, to the complete three-step data scraping workflow, with a focus on the three legal red lines and compliance advice.

Deep analysis of Loop workflow recipes, Vercel's open-source Agent framework, Pyker AI-native project management, Arrow P2P tool, DBX database client, and NVIDIA's Skill Spectre security tool.

When AI code generation outpaces human review, Code Review becomes the biggest bottleneck. Learn guardrail systems, architecture constraint tests, and TDD-driven Agent development strategies.

In-depth analysis of a 568-episode Python beginner tutorial on Bilibili, covering course structure, strengths, weaknesses, and effective study tips for beginners.
TutorialsDeep dive into Claude Code Hooks: why CLAUDE.md rules fail, and how PreCommand blocking, PostCommand reminders, and Stop Hooks form a reliable AI behavior constraint system.
TutorialsA deep dive into Claude Agent SDK for Python: Query basics, custom Tools with MCP Server, CloudSdkClient multi-turn sessions, and Hooks security control with full code examples.
Product ReviewsCloakFetch is an open-source tool that helps Coding Agents like Claude Code automatically bypass 403 blocks from Cloudflare, Datadome, and other anti-bot systems using real browser rescue and content cleaning.
Expert OpinionsDeep dive into AI Agent observability: self-diagnostics, explicit and implicit signal monitoring, trajectory visualization, and root cause analysis for production Agent systems.
Product ReviewsDeep dive into TRE regex engine's backtracking-free design, Python ctypes binding implementation, and ReDoS defense testing compared to Python's re module for security-sensitive applications.
Tech FrontiersStrands Agents is a trending GitHub project using model-driven design to let developers build AI Agents in just a few lines of Python. Learn its philosophy, use cases, and advantages over LangChain.
TutorialsDeep dive into how TRE regex engine's backtracking-free design fundamentally defends against ReDoS attacks. Covers Simon Willison's experiment building TRE Python bindings with Claude Code and regex engine selection for security-sensitive scenarios.
TutorialsExplore how TRE regex engine's non-backtracking design defends against ReDoS attacks. Compare TRE vs Python re module performance under malicious regex input through Python ctypes bindings.
Product ReviewsRedis creator antirez submitted a PR introducing the Array data type with 18 new commands including server-side regex search ARGREP. Simon Willison built a WebAssembly browser Playground with Claude Code for hands-on testing.