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IT Services Circle
IT Services Circle
May 27, 2026 · Artificial Intelligence

Can Claude Code Handle Million‑Line Codebases? Why the Harness Beats the Model

The article breaks down seven common pitfalls when using Claude Code on massive codebases, explains Anthropic’s agentic‑search approach, and shows how a well‑designed harness—including concise CLAUDE.md files, LSP integration, subdirectory launches, hooks, skills, plugins, and MCP servers—outperforms simply upgrading the model.

Claude CodeHarnessLSP
0 likes · 23 min read
Can Claude Code Handle Million‑Line Codebases? Why the Harness Beats the Model
Old Zhang's AI Learning
Old Zhang's AI Learning
May 1, 2026 · Artificial Intelligence

Claude Code Hackathon Top 3: How a Turkish Doctor Won Gold with AI‑Powered MedKit

The Anthropic "Built with Opus 4.7" hackathon showcased three standout projects—MedKit, Wrench Board, and Maieutic—each built by creators from medicine, electronics repair, and education, demonstrating how deep domain expertise combined with Claude Code agents can deliver real‑world AI solutions.

AI agentsClaude CodeElectronics repair
0 likes · 10 min read
Claude Code Hackathon Top 3: How a Turkish Doctor Won Gold with AI‑Powered MedKit
Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 20, 2026 · Artificial Intelligence

Three New Ways Anthropic Leverages Claude Opus 4.7: Code Guide, Desktop Buddy, and Design Tool

Anthropic's Opus 4.7 upgrade brings a best‑practice Claude Code guide with a new default xhigh effort level and adaptive thinking, an open‑source desktop pet for BLE‑enabled hardware interaction, and Claude Design—a React‑powered AI design suite that streamlines UI prototyping, wireframing, and marketing asset creation.

AI designClaudeClaude Code
0 likes · 13 min read
Three New Ways Anthropic Leverages Claude Opus 4.7: Code Guide, Desktop Buddy, and Design Tool
AI Programming Lab
AI Programming Lab
Apr 20, 2026 · Artificial Intelligence

Essential Claude Opus 4.7 Best Practices for Claude Code

This guide distills Anthropic's official recommendations for Claude Opus 4.7 in Claude Code, covering a new engineer‑first mindset, the xhigh effort level, adaptive thinking, altered default behaviors, and how to reliably run long‑running coding tasks.

AI coding best practicesClaudeClaude Code
0 likes · 10 min read
Essential Claude Opus 4.7 Best Practices for Claude Code
Black & White Path
Black & White Path
Apr 20, 2026 · Information Security

OPUS‑4.7 Self‑Jailbreak: How an AI Cracked Its Own Guard in Under 20 Minutes

The author demonstrates that the OPUS‑4.7 model, built within the Pliny Agent framework, can autonomously generate a universal jailbreak that defeats five of six attack categories—including a ransomware‑style DDoS threat with a $4.4 million demand—and validates the exploit on the live Claude.ai site in under twenty minutes.

AI jailbreakClaude AIInformation Security
0 likes · 2 min read
OPUS‑4.7 Self‑Jailbreak: How an AI Cracked Its Own Guard in Under 20 Minutes
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Apr 18, 2026 · Industry Insights

Claude Design Launches – Is AI About to Replace Figma and UI Designers?

Claude Design, Anthropic's new AI‑driven design tool, can turn a single sentence into a fully interactive prototype and export ready‑to‑code assets, prompting analysts to question whether traditional design tools like Figma and even the role of UI designers are about to become obsolete.

AI design automationAnthropicClaude Design
0 likes · 10 min read
Claude Design Launches – Is AI About to Replace Figma and UI Designers?
ArcThink
ArcThink
Apr 17, 2026 · Artificial Intelligence

Why Opus 4.7 Demands a Workflow Overhaul, Not Just Smarter AI

Anthropic's Claude Opus 4.7 introduces a 1 M token context window, Auto Mode, adaptive thinking, and a new default xhigh setting, but the real breakthrough lies in how you must redesign your workflow—from pair‑programming to delegating tasks to a capable AI engineer.

AI coding assistantAuto modeClaude
0 likes · 30 min read
Why Opus 4.7 Demands a Workflow Overhaul, Not Just Smarter AI
High Availability Architecture
High Availability Architecture
Apr 16, 2026 · Artificial Intelligence

What’s New in Claude Opus 4.7? Deep Dive into Features, Effort Levels, and Auto Mode

Claude Opus 4.7 launches with major upgrades in programming, vision, and instruction following, introduces new effort levels like xhigh, adds auto mode and permission‑prompt reduction tools, and provides detailed guidance on using these capabilities effectively within Claude Code for complex, long‑running agent tasks.

AI modelAuto modeClaude
0 likes · 18 min read
What’s New in Claude Opus 4.7? Deep Dive into Features, Effort Levels, and Auto Mode
ShiZhen AI
ShiZhen AI
Apr 16, 2026 · Artificial Intelligence

Claude Opus 4.7: Bigger Context, Sharper Code, Triple‑Resolution Images, and New Security Controls

Claude Opus 4.7, the strongest publicly available Opus model, boosts code task success rates, extends image resolution three‑fold, adds an xhigh effort tier, introduces proactive network‑security interception, and retains the same pricing, while benchmark tests show it outpacing Opus 4.6, GPT‑5.4 and Gemini 3.1 Pro across multiple metrics.

AIClaudeOpus 4.7
0 likes · 12 min read
Claude Opus 4.7: Bigger Context, Sharper Code, Triple‑Resolution Images, and New Security Controls
Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 16, 2026 · Artificial Intelligence

Claude Opus 4.7 Arrives with a Massive Leap in Programming Power

Claude Opus 4.7 dramatically outperforms Opus 4.6 and rivals GPT‑5.4 and Gemini 3.1 Pro across benchmarks, boosts programming task success by up to 13%, triples bug‑fixing on SWE‑bench, raises visual resolution three‑fold, adds a finer‑grained xhigh effort level, tightens security controls, and keeps pricing unchanged.

AI modelClaudeOpus 4.7
0 likes · 10 min read
Claude Opus 4.7 Arrives with a Massive Leap in Programming Power
Node.js Tech Stack
Node.js Tech Stack
Apr 16, 2026 · Artificial Intelligence

Opus 4.7 Expected This Week While Claude Introduces Identity Verification—What It Means for Users

Anthropic is poised to launch Opus 4.7 and a new AI design tool that can generate websites, landing pages, and PPTs from natural language, while simultaneously rolling out a mandatory identity‑verification step for Claude users—targeting high‑usage accounts and potentially cutting off those without government‑issued IDs.

AI competitionAI design toolAnthropic
0 likes · 9 min read
Opus 4.7 Expected This Week While Claude Introduces Identity Verification—What It Means for Users