Did Anthropic admit that MCP was a mistake? MCP vs CLI
Watch the full episode: MCP vs CLI: Does it even make a difference? Live Laugh Logs ep. 3.
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Kafka MCP: Manage Apache Kafka From Your AI Assistant
The Aiven MCP connects Claude, Cursor, and VS Code to Apache Kafka. Inspect topics, track consumer lag, stream a database in with CDC, and manage your cluster. AIVEN DATA PLATFORM The Aiven Platform is more than a collection of open source services for streaming, storing and analyzing data. The platform ensures that all services run reliably and securely in the clouds of your choice, are observable, and can easily be integrated with each other and with external 3rd party tools.
How to Set Up Claude Code with CircleCI MCP Server (Full Demo)
AI agents write code fast, but without a validation layer, fast just means faster bugs. In this video, we connect Claude Code to the CircleCI MCP server so Claude can trigger pipelines, pull build failures into context, and iterate until everything is green. No context switching. No copy-pasting logs.
Building an open source chain of trust: new research uncovers key blockers and ways forward
Canonical is pleased to share its latest research report, “The open source chain of trust.” Based on a survey of 500 DevOps professionals, the report highlights how organizations approach their open source software supply chains. While many companies are moving toward verifiable provenance and automated security workflows, internal misalignment and disjointed approaches remain serious challenges for most teams. Read the report.
Beyond safety and security: Why automotive open source demands dependability
In the traditional automotive world, teams often work in silos: the cybersecurity experts lock down the ports, the quality assurance teams hunt for bugs, and the functional safety engineers track the ISO 26262 compliance. At Canonical, we believe this fragmented workflow causes friction rather than collaboration. You cannot have a safe vehicle that isn’t secure, and you cannot have a secure vehicle running on poor quality code. This friction results in a slow and rigid development process.
GPT-4 API cost 2026: pricing breakdown and how to estimate it
GPT-4 API pricing spans $0.10 to $30.00 per million input tokens across the model family. GPT-4.1 is the current recommended production model at $2.00 input / $8.00 output per million tokens. Legacy GPT-4 still runs at $30.00/$60.00 per million tokens -- 15x more expensive for no meaningful quality gain. For finance and engineering leaders accountable for AI spend, choosing the right GPT-4 variant is the single biggest cost lever on your bill.
Intent Debt: The Hidden Cost of AI-Generated Code
When AI writes the code and something breaks, nobody knows what it was supposed to do.
MCP vs CLI: Does it even make a difference? | Live Laugh Logs ep. 3
MCP vs CLI: does it even make a difference? Here’s everything you need to know. Welcome to Episode 3 of Live Laugh Logs, the podcast from the Coralogix Developer Relations team. This week Andre has made the move to the US, so Annie and Lewis are joined by George Pickers, Head of Solution Engineering for EMEA & APAC at Coralogix.
Burninghouse Video Production Services Guide to Corporate and Brand Storytelling
If you are exploring Burninghouse video production services, you likely want video content that does more than look polished. You want something that supports your brand identity, connects with the right people, and feels easy to produce. Burninghouse is a Melbourne-based production company built around that need. It creates visual work for businesses that want strong communication, better engagement, and a smoother path from idea to launch.
How to Choose the Right Aerial Drone Photographers for Your Project Need
Choosing the right aerial drone photographers can shape how your project is seen, understood, and marketed. Whether you need aerial photography for a residential listing, drone photography for a development campaign, or broader drone services for a commercial asset, the provider you hire matters. You want clear results, safe operations, and visuals that support your goals. So how do you make the right call? It starts with knowing what skilled professionals actually bring to your project.