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Emisar.dev
Emisar is the last MCP server youโll need to install: a Zero-Trust gateway connecting Claude, Cursor, ChatGPT, and any AI agent to your infrastructure. One server handles production access, debugging, alerts, and internal operations, with new capabilities added as packs. Agents can inspect real production state, debug what they shipped, and help resolve incidents. Safe reads run automatically; policy allows, blocks, or routes risky actions for approval. No SSH keys, VPNs, remote shells, or standing shell access โ and every call is recorded.
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Ardour is particularly recommended for musicians, audio engineers, producers, and podcasters who need a comprehensive and adaptable audio production platform. It is also a great choice for Linux users looking for a professional DAW, and for anyone interested in using open-source software for their audio projects.
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Emisar.dev's answer:
emisar is for SRE, DevOps, platform engineering, infrastructure, and security teams that want AI agents to inspect and operate production systems. It is especially relevant to teams managing multiple Linux hosts, clusters, databases, cloud services, or regulated environments where unrestricted shell access and incomplete audit records are unacceptable.
Emisar.dev's answer:
The hosted control plane and operator interface use Elixir, Phoenix, LiveView, PostgreSQL, and Tailwind CSS. The host runner and MCP bridge are written in Go. Action packs use YAML and JSON Schema, while production infrastructure is managed with Terraform on Google Cloud. The system communicates through MCP, OAuth 2.1, TLS, and WebSockets.
Emisar.dev's answer:
Emisar.dev's answer:
Founder Andrii Dryga spent a decade working as a CTO, full-stack engineer, SRE, and DevOps engineer. He experienced the cost of running the wrong command on the wrong cluster, while also seeing AI solve operational problems in seconds. emisar grew from the need to preserve both truths: AI agents are useful, and production access must remain bounded. Its answer is to give agents a reviewed catalog of operations instead of a blank terminal.
Emisar.dev's answer:
emisar lets AI agents work on real infrastructure without giving them a shell. Agents choose from a finite catalog of typed, versioned actions. Policy decides what runs, what requires approval, and what is denied, while an outbound-only runner verifies the action again on the host. New capabilities arrive as packs behind the same MCP integration, and every request is recorded in both a searchable audit trail and a tamper-evident host journal. [
Emisar.dev's answer:
Choose emisar when you want an agent to keep investigating and handling routine operations without handing it SSH credentials or supervising every call. Compared with raw shell access, copy-paste workflows, or one-off MCP servers, emisar provides reviewed action contracts, host-level enforcement, risk-based policy, scoped access, approvals, pack integrity checks, and a durable audit trail. It is built specifically for governed infrastructure access rather than generic automation.
Copy Yes, you can start a project from scratch and end up with a great sounding track using Ardour. Specially if you use mostly audio. For those like me who use both audio and midi editing, it may easily drive you to a real nightmare. The DAW doesn't behave as you would expect. The "share regions" will get you good as you edit one region and it "magically" ruins the original one. Oh, just use copy instead of share, like they say right? Nope. It still bugs you to the bone. So you have to go manually "unlinking" every single region. Some regions may be a single note, for example, and you can miss that. Oh, so I will consolidate all regions before unlinking! Nope, there is not such thing here. Another example: You want to keep only a certain midi note on your midi track, the C3 that is you Drum Kick. You cannot do it, unless if you go deleting every single other note, one by one! Terrible isn't it? No, you cannot copy a single note through the entire track. Sometimes I managed to select a note through the track and delete it. So I took note how I did it and... Next time it's a negative! With so many different selections of tools, smart, playhead, etc, it appears the DAW confuses itself and do not respond appropriately. So... my advice to you is not to fall for what I did, which is believing Ardour can do everything it says it does, cause it doesn't. Keep simple with audio recording and editing. Do your midi stuff elsewhere and run from the nightmare I got myself into. Nevertheless, it is great cost/benefit DAW. Worthy a try. Yes, you can start a project from scratch and end up with a great sounding track using Ardour. Specially if you use mostly audio. For those like me who use both audio and MIDI editing, it may easily drive you into a real nightmare. The DAW doesn't behave as you would expect. The "share regions" will get you good as you edit one region and it "magically" ruins the original one. Oh, just use copy instead of share, like they say right? Nope. It still bugs you to the bone. So you have to go manually "unlinking" every single region. Some regions may be a single note, for example, and you can miss that. Oh, so I will consolidate all regions before unlinking! Nope, there is not such thing here. Another example: You want to keep only a certain midi note on your midi track, the C3 that is you Drum Kick. You cannot do it, unless if you go deleting every single other note, one by one! Terrible isn't it? No, you cannot copy a single note through the entire track. Sometimes I managed to select a note through the track and delete it. So I took note how I did it and... Next time it's a negative! With so many different selections of tools, smart, playhead, etc, it appears the DAW confuses itself and do not respond appropriately. So... my advice to you is not to fall for what I did, which is believing Ardour can do everything it says it does, cause it doesn't. Keep simple with audio recording and editing. Do your midi stuff elsewhere and run from the nightmare I got myself into. Nevertheless, it is great cost/benefit DAW. Worthy a try.
Based on our record, Ardour seems to be more popular. It has been mentiond 112 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
> Ok dude, you obviously never recorded anything. https://ardour.org/ is my website. - Source: Hacker News / about 1 month ago
Or get involved with the community at - Source: Hacker News / 6 months ago
Effects you can hear. [0] https://ardour.org/ [1[ https://cybershow.uk/. - Source: Hacker News / over 2 years ago
I'm the lead author of Ardour [0], and I'd very much like to hear more about your frustrations, since over the next 1-2 years, paying attention to non-European musical culture is one of the things I hope to focus on during development. You can reach me via the email address in my profile, or maybe use our forums at discourse.ardour.org. Thanks. [0] https://ardour.org/ <= a cross-platform open source DAW that has... - Source: Hacker News / almost 3 years ago
One extra detail, something I've learned from 20 years of working on dragging all kinds of objects around the GUI of Ardour [0]: handle ALL button press and release events as drag events where there is no movement. [0] https://ardour.org/. - Source: Hacker News / almost 3 years ago
LMMS - Make music with a free, cross-platform tool
Audacity - Audacity is a free and open-source audio production software suite that includes a surprising array of editing tools and recording systems.
Reaper - Reaper is a focused digital audio workstation (DAW) developed by Cockos. In the creation of the software, the digital audio technology company intended to make audio editing accessible to the masses.
FL Studio - Image-Line's FL Studio, now on it's 12th version, is a well-known music production suite and the most popular beat processor on the market, due no doubt to its longevity. Read more about FL Studio.
GarageBand - GarageBand is a fully equipped music creation studio for Mac
Cubase - Cubase is one of the worldโs most powerful music creation software packages. From first idea to finished recording, Cubase helps you to make outstanding music.
