Justiça libera API para troca de dados sobre bens apreendidos
Stop Installing Libraries: 10 Browser APIs That Already Solve Your Problems, by (not on Mastodon or Bluesky):
#Development #Overviews
Announcing Interop 2026 · Here’s to another year of making the web better https://ilo.im/16alj8
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#Interoperability #Browsers #Media #APIs #WebPerf #WebDev #Frontend #HTML #CSS #JavaScript
#Development #Previews
WebMCP is available for early preview · A standard way to let AI agents act on your website https://ilo.im/16ajdr
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#Chrome #Browser #AI #Agents #Website #WebMCP #APIs #WebDev #Frontend #HTML #JavaScript
#Development #Quizzes
JSON WTF · “A totally normal and not hard quiz about JSON.” https://ilo.im/16ah9q
"BP: Yeah. So, so behind the scenes, many people ask me also this, “What is actually going on behind the scenes on MCP?” Isn’t it just an API, in the end?
EP: I think at a high level, it is an API. And, it’s another iteration of APIs. So, just because it has more native capabilities for AI. I mean, that’s great, but it is by all definitions an API. And we need that API.
BP: Yeah, I mentioned it because people who prefer to use OpenAPI initially thought that MCP would go against OpenAPI or would be used instead of OpenAPI.
EP: I use MCP with OpenAPI all the time. And I find that if you have really good OpenAPI, which probably means also you have really well-structured APIs. I find it means that you can produce a really good MCP server that has a good task success rate for the LLM. So, hand in hand."
https://apichangelog.substack.com/p/mcp-is-just-an-api
#AI #GenerativeAI #LLMs #APIs #MCP #MCPServers #CyberSecurity #PromptInjection
#Development #Reports
Interop 2025, a year of convergence · How vendors improved cross-browser support last year https://ilo.im/16afwk
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#Interoperability #Browsers #BrowserEngines #APIs #WebStandards #WebDev #Frontend #HTML #CSS #JavaScript
"So, the question is: how do we reduce MCP tool bloat? To optimize token usage and improve performance, experts point to several relatively straightforward shifts — such as minimizing server usage at runtime, grouping tools by domain, and deploying subagents.
Additional techniques, including just-in-time context loading, externalizing computational results, and more advanced data-filtering approaches, can also help.
Below, we’ll dive into these MCP token optimization strategies to see what the experts recommend in early 2026, and what teams are seeing when they put them into practice.
1. Design tools with intent
If you are building MCP servers, don’t lose scope. It’s not best to just layer MCP on top of existing REST APIs and wrap them one-to-one.
Instead, the resounding recommendation is to create highly intentional MCP tools. Alex Salazar, co-founder and CEO, Arcade.dev, an AI tool-calling platform, tells The New Stack, “Start with tool quality.”
“Most MCP servers simply wrap APIs and aren’t built for agentic workflows,” Salazar says. “Use or build MCP servers optimized for agents, with security, evals, and reliability built into the tool itself.” Done well, he adds, this approach can improve accuracy and lower token costs.
Marcin Klimek, senior technical product manager, SmartBear, an API management and testing company, tells The New Stack, “Improving token use and performance with MCP tools starts with keeping tools clear and focused on user intent.”
For Klimek, effective MCP tools are precise and return only what is needed to complete the task — nothing more. “Broad or vague requests waste tokens and slow things down,” he says. MCP tools, he adds, should have clear inputs, limited outputs, and a single purpose, much like production APIs."
🧪 As introduced in our Developing with Testcontainers guide, you can embed Microcks directly into your unit tests using Testcontainers.
We now offer feature parity across all Testcontainers modules for Java, NodeJS/TypeScript, Golang, and .NET 🎉 You can even use the Google Pub/Sub emulator locally.
Consistent mocking & testing across languages 🚀
#opensource #Microcks #Testcontainers #APIs #CloudNative #DevTools