warmcat

Plus 1, Goodnotes is such a well developed product. I also have an iPad screen guard which gives a paper like feel when writing which makes my brain think I am writing on a book.

Good work. But what makes this different than just another feature in Gemini Code assist or Github copilot?

This is a good list. Are you finding these can be integrated into your CI/CD workflows?

There are a few tools in the space, but they each focus on parts:

- MCP Inspector (Anthropic's official tool) — interactive debugging, not CI-oriented - MCP-Scan (Invariant Labs, now Snyk) — security scanning, focused on tool poisoning detection - Promptfoo — LLM red teaming tool that added MCP support recently - MCP Protocol Validator — spec compliance checking

MCPSpec tries to be the one tool that covers the full workflow: record, replay, mock, security audit, quality scoring, and CI setup. None of the above do recording/replay or mock generation.

As for standards — there aren't any yet. MCP itself moved under the Linux Foundation's Agentic AI Foundation in December 2025, and NIST launched an AI Agent Standards Initiative last month. But no conformance or testing standard exists. It's still early.

I just have one question.........Are they replacing Junior Engineers yet?

I think so too. But the incentive of not doing tech interviews the traditional way will be a bit tempting too.

Question for the greater HN community? Would it help if software engineers demonstrate their skills on an ongoing basis via a third party which accesses them periodically without the pressure cooker environment of technical interviews and companies just do cultural fit type of interviews based on the previous assessments of their technical skills?

Yes. You are absolutely right. My family member can afford to pay for it fortunately. It might not be in the budget for majority of people though unless you are desperate and nothing else seems to work. It literally doesn't make sense why insurers don't cover this treatment which might just save them a lot of money later on down if the affected person has host of other issues due to being overweight.

I would say get checked by doctor/Endocrinologist and do the relevant bloodwork (Esp. Insulin levels, thyroid, etc). A family member is overweight and nothing changed even with diet changes and regular exercise. It took a long time to find out the root issues (especially Insulin resistance). Once we got the root cause, they put the member on Wegovy (weekly Injection) and started a low carb diet and exercise. It is amazing to see the effect Wegovy has taken with the member's weight loss. Couldn't recommend it enough now for people with genuine weight loss issues.

Thank you. How can I find your email?