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Claude

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Building Production AI Agents on AWS: AgentCore Harness, Strands 1.0, and the Multi-Agent Architecture that Actually Ships

2026-08-06T16:10:24+00:00

Six months ago, "AI agents on AWS" meant duct-taping together Amazon Bedrock, a Lambda function to handle tool routing, DynamoDB for session state, CloudWatch for tracing, and a LangGraph loop you prayed would recover from a network hiccup mid-reasoning. Every team was reinventing the same infrastructure. Every demo worked; most productions did not. That changed on June 17, 2026, at AWS Summit New York, where Dr. Swami Sivasubramanian (VP of Agentic AI) announced what AWS is calling the agentic infrastructure layer: Amazon Bedrock AgentCore Harness reaching general availability, the Strands Agents 1.0 SDK going production-grade with native multi-agent primitives, and [...]

Building Production AI Agents on AWS: AgentCore Harness, Strands 1.0, and the Multi-Agent Architecture that Actually Ships2026-08-06T16:10:24+00:00

Claude Skills Unlocked: A Practical Guide to Anthropic Academy’s 21 Free Courses

2026-07-31T10:22:44+00:00

Anthropic Academy has grown into one of the more substantial free AI learning resources available today, with 21 self paced courses covering everything from everyday Claude usage to building agents with the Model Context Protocol. Every course is free, requires only an email sign up, and is built directly by the team behind Claude rather than a third party reinterpreting the documentation. The challenge most learners run into is not access, since the catalog is open to anyone, but direction, since 21 course titles do not automatically translate into a plan. This guide breaks the catalog into four practical tracks [...]

Claude Skills Unlocked: A Practical Guide to Anthropic Academy’s 21 Free Courses2026-07-31T10:22:44+00:00

Automating Publications with Claude, Canva, and n8n

2026-07-29T12:50:19+00:00

Every business that runs a social media page knows the same repetitive cycle. Pick a topic. Write a caption. Design a graphic. Post it on schedule. Repeat tomorrow. Multiply that by every campaign, every seasonal push, every recurring content series, and it becomes a real operational cost, not just a marketing task. That repetitive cycle is exactly what a project called Automating Publications was built to solve. It is a working, experimental content pipeline built with Claude, Canva, Slack, Google Drive, and n8n, and it is a useful reference for any business or enterprise team thinking about applying AI to [...]

Automating Publications with Claude, Canva, and n8n2026-07-29T12:50:19+00:00

Building Diffender: A Serverless AI Security Reviewer for GitHub Pull Requests with Amazon Bedrock

2026-07-13T20:55:30+00:00

A pull request can pass its tests, satisfy its acceptance criteria, and still expose a production credential in one line of code. Diffender is an Amazon Bedrock pull request reviewer built to identify that kind of risk before the change reaches the main branch. However, human review remains essential, and its depth can vary with workload, time pressure, and security experience. Meanwhile, deterministic scanners provide valuable coverage, although their findings are not always presented in a form that developers can immediately understand and act on. Diffender adds another layer to that review process. It is a serverless GitHub bot that [...]

Building Diffender: A Serverless AI Security Reviewer for GitHub Pull Requests with Amazon Bedrock2026-07-13T20:55:30+00:00

CCDV-F Claude Certified Developer Foundations Study Guide

2026-08-11T07:03:55+00:00

Bookmarks CCDV-F Exam Domains CCDV-F Study Materials Claude Features to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The Claude Certified Developer – Foundations (CCDV-F) certification is designed for technical professionals who build, integrate, and deliver Claude-powered applications at a foundational level. It validates the ability to use the Claude API and client SDKs, construct agents and workflows, operate Claude Code, create effective prompts, manage context, develop tools and MCP servers, and apply appropriate security, evaluation, and model-selection practices. The exam assesses whether candidates [...]

CCDV-F Claude Certified Developer Foundations Study Guide2026-08-11T07:03:55+00:00

CCAR-P Claude Certified Architect Professional Study Guide

2026-08-11T07:04:49+00:00

Bookmarks CCAR-P Exam Domains CCAR-P Study Materials Claude Features to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The Claude Certified Architect – Professional (CCAR-P) certification is designed for experienced professionals who build and deliver production-grade AI solutions with Claude. It validates the ability to select suitable models, architectural patterns, and API approaches; apply prompt and context engineering; connect Claude with enterprise systems; and include evaluation, security, compliance, and governance requirements in the overall design. The exam assesses whether candidates can translate business problems [...]

CCAR-P Claude Certified Architect Professional Study Guide2026-08-11T07:04:49+00:00

CCAO-F Claude Certified Associate Foundations Study Guide

2026-08-11T07:06:21+00:00

Bookmarks CCAO-F Exam Domains CCAO-F Study Materials Claude Features to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The Claude Certified Associate – Foundations (CCAO-F) certification is designed for professionals who use Claude to support everyday business, communication, research, and productivity activities. It measures a candidate’s ability to write effective prompts, work with Claude’s built-in features, assess generated content, and apply AI responsibly within common workplace processes. The exam focuses on practical decision-making in realistic scenarios. Candidates are expected to know how to break [...]

CCAO-F Claude Certified Associate Foundations Study Guide2026-08-11T07:06:21+00:00

OpenRouter Explained: Access Multiple AI Models Through One API

2026-06-26T15:29:28+00:00

The rapid advancement of generative AI has given developers access to an ever-growing collection of large language models from providers such as OpenAI, Anthropic, Google, Meta, Mistral AI, and xAI. Each model offers different strengths, whether in reasoning, code generation, content creation, multilingual support, or cost efficiency. While having multiple options is beneficial, integrating several AI providers into a single application often introduces additional complexity. Developers must manage different API endpoints, authentication methods, SDKs, pricing models, and rate limits, making it difficult to build flexible AI-powered applications. To address this challenge, platforms such as OpenRouter provide a unified API that [...]

OpenRouter Explained: Access Multiple AI Models Through One API2026-06-26T15:29:28+00:00

Getting Started with Gemma 3: Run Google’s Open AI Model Locally

2026-06-26T14:27:04+00:00

Artificial intelligence is becoming an essential part of modern software development, but many AI-powered applications still depend on cloud-hosted models accessed through APIs. While this approach offers powerful capabilities, it also introduces recurring costs, internet dependency, and privacy concerns for developers working with sensitive data. As open-weight large language models continue to improve, more developers are exploring ways to run AI entirely on their own machines. This shift has made local AI development more accessible than ever, allowing engineers to build, test, and experiment without relying on external services. One of the latest models driving this trend is Gemma 3, [...]

Getting Started with Gemma 3: Run Google’s Open AI Model Locally2026-06-26T14:27:04+00:00

Claude 4 and the Rise of Autonomous Software Engineering

2026-06-26T14:29:45+00:00

Artificial Intelligence is entering a new phase in software development. Over the past few years, developers have become familiar with AI-powered coding assistants that can generate functions, explain programming concepts, write documentation, and help troubleshoot technical issues. Tools such as GitHub Copilot, ChatGPT, Claude, Cursor, and Amazon Q Developer have become common parts of modern development environments. What began as simple code suggestions has evolved into something far more powerful. Today, AI is no longer limited to helping developers write individual lines of code. Modern AI systems are beginning to understand entire projects, analyze repository structures, execute development tasks, and [...]

Claude 4 and the Rise of Autonomous Software Engineering2026-06-26T14:29:45+00:00

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