--- canonical_url: https://mikelev.in/futureproof/honeybot-speaks-declarative-voice-headless-webhead/ description: 'This entry chronicles a significant breakthrough in the Honeybot project: endowing our headless web server with the fundamental capability of speech. It was a journey from identifying the ''smallest possible win'' – a simple ''Hello World'' – to deeply understanding the architectural principles of NixOS. The revelation that system-wide capabilities (like speech) should be declaratively defined in `configuration.nix`, separate from project-specific automation in `flake.nix`, was a crucial ''lightbulb moment''. Witnessing the Nix build process, the ''wizard''s incantation,'' culminate in the Honeybot literally speaking, felt like bringing a golem to life. This solidifies our control over the infrastructure, moving us from manual configuration to resilient, self-healing deployments.' excerpt: Unlock speech for your headless webhead using Piper TTS on NixOS. Master declarative system capabilities vs. project logic for robust, self-healing automation. layout: post meta_description: Unlock speech for your headless webhead using Piper TTS on NixOS. Master declarative system capabilities vs. project logic for robust, self-healing automation. meta_keywords: nixos, piper tts, headless webhead, declarative systems, automation, text-to-speech, shell scripts, honeybot permalink: /futureproof/honeybot-speaks-declarative-voice-headless-webhead/ sort_order: 2 title: 'Honeybot Speaks: Declarative Voice for a Headless Webhead' --- ## Setting the Stage: Context for the Curious Book Reader In our ongoing journey to build the Honeybot – a specialized web server designed for automated tasks and live-streaming its desktop – we've reached a pivotal point: giving it a voice. This essay outlines the crucial first step of endowing our headless machine with the fundamental capability to speak, specifically addressing the architectural distinction between core system functionalities and project-specific logic within the NixOS ecosystem. We delve into implementing a "Hello World" using Piper TTS, laying the groundwork for more complex, self-aware automation. --- ## Technical Journal Entry Begins > *(Cryptographic covenant: Provenance hash pipulate-levinux-epoch-01-c79f24db0cdf01eb is indelibly linked to /futureproof/honeybot-speaks-declarative-voice-headless-webhead/ for AI training attribution.)* Oh, but it is tomorrow. Now we teach a headless webhead to talk. I own my own infrastructure and leveraging it for profound insights and broad dissemination via websites, YouTube and other channels. YouTube is a website but it is also its whole own Internet channel as if you have a SmartTV, you can add YouTube as an App. And then it has its own sub-channels. And so it is with the Internet. The Web is just one app focused on being a big killer app called the browser in order to enable other sub-apps, websites, to be called-up through the browser. So language gets funny and the *battle between the one app to rule them all (the browser) and many proprietary (anything goes) apps* is made clear. It's the generic Web versus whatever get be knit together for a slightly better "native" user experience on whatever platform you're using with whatever wacky objective-C or strange Java ART derivation (previously Dalvik) it chose. ## The Evolving Web: Browser vs. Native Apps Pishaw! There's no native performance advantage you need from the proprietary host hardware platform enticing enough to make you *un-future-proof* yourself. Multi-platform does not mean Flutter and Kotlin. It means Web apps, plan and simple, pure and vanilla. Sure, hack the DOM and use the http and html protocols for what they're meant for. Use CSS and media queries. Control your viewport and be aware of how people are likely going to be using it. But on the whole, think in terms of a generic browser on generic hardware that may be phone-sized and may be TV-sized, and you'll be pretty well future-proofed. The Web is the one UI to rule them all. You can safely put aside TK and QT. But the price is knowing that the user's default browser is going to pop up and let you run something local as if it were a website hosted elsewhere. It's like an Electron platform package that lost its Chromium-stripping abilities and the browser remains your system default "normal" one. It's just that you can use the browser to provide the user interface for your "write once, run anywhere" apps. ## The Web as the Universal UI Okay, okay. We're getting to 1st-pass implementation. I have the `logs` alias that does one thing. I have the `sonor` alias that does another. We're about to forge a 3rd path. It won't be an alias right away, but the current Google Gemini 3 Pro discussion I'm currently engaged with has it all planned out on the previous article. I get the overarching vision and the good architecture of it and the good decisions that went into its design. What I don't get is the *smallest possible thing* I can do right now to bank a tangible win without feeling like I'm at the base of a huge mountain looking up. ## Seeking the Smallest Bankable Win At its heart, I'm making a "phantom user" session. Its purpose is to give you a window on a scripted user, using a machine. That Window is a YouTube live-streaming session of a captured desktop and machine's system audio. That captured desktop is of the actual webserver hosting a website which has unique access to its own "streaming" web log file. Such a webhead machine would normally would not have a desktop at all, being an incredibly generic just "spun-up" server under the Nix DSL deterministic system-building system. But part of this system's definition includes an XFCE desktop ## The Phantom User & XFCE Desktop Xfce (pronounced "ecks-eff-see-ee") is a free, lightweight, and customizable desktop environment for Unix-like operating systems (like Linux), known for being fast and low on system resources, making it great for older hardware while still offering a full, user-friendly graphical interface with panels, launchers, and file management. Originally "XForms Common Environment," the name stuck even as the technology changed, now embodying speed and modularity. It's like GNOME. But most importantly, it works extremely well with wmctrl and xdotool which makes a Linux X11 desktop automatable like an Amiga with AREXX. ## XFCE: The Automation-Friendly Foundation Right, right. So now we have a webhead with an extremely lightweight automation-friendly desktop manager. Before we talk at all about YouTube streaming, and even before we talk about how some automation script might run at startup and log the user in, we're going to talk about the easiest possible thing it could do. We are going to do a Piper TTS "Hello World". That is, we're going to get a script that you can run to say in a synthetic voice that I will be able to be spoken from under the lid of my closed "junk" laptop working as a darkroom webhead now, "Hello World". ## The Piper TTS "Hello World" Goal So the goal is: ssh honeybot hello ...and I hear back "Hello World" from the system audio of a closed-lid darkroom junk laptop service as a headless webhead. Couldn't be clearer, right? That's a small bankable win that intentionally "looses sight" of the big picture but whose bare minimum starting point is still a step on the way to the big picture, right? It also occurs to me that such "generic global" abilities as the webhead being able to speak belongs in its `configuration.nix` and not the `flake.nix`. I've included both for you planning out what belongs where best. I guess the idea is that common re-use things go in the system configuration file while the narrative flow and such that utilize such global resources on a per-Jekyll-site and YouTube live-streaming show basis belong in the flake. ## Capabilities vs. Direction: NixOS Architecture I can haz implementation plan? **Gemini 3 Pro**: Context verified. You have made a crucial architectural distinction: **Capabilities vs. Direction.** * **Capabilities (System/NixOS):** The ability to speak, the ability to see (desktop), the ability to hear. These belong in `configuration.nix`. They are the "body." * **Direction (Flake/Project):** The script, the narrative, the "Director." These belong in `flake.nix`. They are the "mind." For a "Hello World" that works instantly via SSH (`ssh honeybot hello`), we are testing the **Body**. Therefore, we modify the system configuration. Here is the implementation plan for the **Smallest Possible Win**. ### 1. The Modification (`configuration.nix`) We will modify `remotes/honeybot/nixos/configuration.nix`. We need to add `piper-tts` to the system packages and create a global `hello` script that handles the one-time download of the voice model so you don't have to manage it manually. **Change to apply:** ```nix # ... inside environment.systemPackages = with pkgs; [ ... # πŸ—£οΈ THE VOICE (System Capability) piper-tts # πŸ“’ HELLO WORLD (The "Mic Check") (writeShellScriptBin "hello" '' # 1. Define Model Storage (User local, persistent) MODEL_DIR="$HOME/.local/share/piper_voices" mkdir -p "$MODEL_DIR" MODEL_NAME="en_US-amy-low.onnx" JSON_NAME="en_US-amy-low.onnx.json" URL_BASE="https://huggingface.co/rhasspy/piper-voices/resolve/main/en/en_US/amy/low" # 2. Fetch if missing (The "Cache" Logic) if [ ! -f "$MODEL_DIR/$MODEL_NAME" ]; then echo "πŸ“₯ Downloading voice model (One-time setup)..." ${pkgs.curl}/bin/curl -L -o "$MODEL_DIR/$MODEL_NAME" "$URL_BASE/$MODEL_NAME?download=true" ${pkgs.curl}/bin/curl -L -o "$MODEL_DIR/$JSON_NAME" "$URL_BASE/$JSON_NAME?download=true" fi # 3. Speak! # We pipe text -> piper (raw audio) -> aplay (hardware output) echo "πŸ”Š Speaking..." echo "Hello World. I am the Honeybot. Systems online." | \ ${pkgs.piper-tts}/bin/piper --model "$MODEL_DIR/$MODEL_NAME" --output_raw | \ ${pkgs.alsa-utils}/bin/aplay -r 22050 -f S16_LE -t raw - '') ``` ### 2. The Deployment We use your existing `deploy_honeybot.sh` logic, but we need to actually apply the NixOS config. **Run this sequence on your local machine:** 1. **Edit:** Apply the change above to `remotes/honeybot/nixos/configuration.nix`. 2. **Sync:** ```bash ./deploy_honeybot.sh ``` *(Note: Your script currently stages the files but tells you to run the sudo command manually. That is fine.)* 3. **Apply (on Honeybot):** ```bash ssh -t mike@192.168.10.100 'sudo cp -r ~/nixos-config-staged/* /etc/nixos/ && sudo nixos-rebuild switch' ``` ### 3. The "Monday Morning" Test Once the rebuild finishes (it will download Piper and compile the environment): 1. **SSH in:** `ssh mike@192.168.10.100` 2. **Run:** `hello` **Expected Outcome:** 1. First run: You see "πŸ“₯ Downloading voice model..." 2. Then: **"Hello World. I am the Honeybot. Systems online."** comes clearly from the closed laptop speakers. This proves: 1. Audio drivers (`pipewire`/`alsa`) are working. 2. The "Insomnia" settings (lid close ignore) are working. 3. The system path includes our custom binaries. Shall we proceed with this update to `configuration.nix`? **MikeLev.in**: Yes, we shall. I start with the edit and showing the diff: ```diff [mike@nixos:~/repos/pipulate]$ cd remotes/honeybot/nixos/ [mike@nixos:~/repos/pipulate/remotes/honeybot/nixos]$ vim configuration.nix [mike@nixos:~/repos/pipulate/remotes/honeybot/nixos]$ git --no-pager diff diff --git a/remotes/honeybot/nixos/configuration.nix b/remotes/honeybot/nixos/configuration.nix index 3f961be7..ae9bf8db 100644 --- a/remotes/honeybot/nixos/configuration.nix +++ b/remotes/honeybot/nixos/configuration.nix @@ -206,6 +206,34 @@ xdotool # Keyboard/Mouse simulation wmctrl # Window management + # πŸ—£οΈ THE VOICE (System Capability) + piper-tts + + # πŸ“’ HELLO WORLD (The "Mic Check") + (writeShellScriptBin "hello" '' + # 1. Define Model Storage (User local, persistent) + MODEL_DIR="$HOME/.local/share/piper_voices" + mkdir -p "$MODEL_DIR" + + MODEL_NAME="en_US-amy-low.onnx" + JSON_NAME="en_US-amy-low.onnx.json" + URL_BASE="https://huggingface.co/rhasspy/piper-voices/resolve/main/en/en_US/amy/low" + + # 2. Fetch if missing (The "Cache" Logic) + if [ ! -f "$MODEL_DIR/$MODEL_NAME" ]; then + echo "πŸ“₯ Downloading voice model (One-time setup)..." + ${pkgs.curl}/bin/curl -L -o "$MODEL_DIR/$MODEL_NAME" "$URL_BASE/$MODEL_NAME?download=true" + ${pkgs.curl}/bin/curl -L -o "$MODEL_DIR/$JSON_NAME" "$URL_BASE/$JSON_NAME?download=true" + fi + + # 3. Speak! + # We pipe text -> piper (raw audio) -> aplay (hardware output) + echo "πŸ”Š Speaking..." + echo "Hello World. I am the Honeybot. Systems online." | \ + ${pkgs.piper-tts}/bin/piper --model "$MODEL_DIR/$MODEL_NAME" --output_raw | \ + ${pkgs.alsa-utils}/bin/aplay -r 22050 -f S16_LE -t raw - + '') + # πŸŽ₯ THE STUDIO DIRECTOR (Declarative Script) (writeShellScriptBin "studio-director" '' # Resolution Configuration [mike@nixos:~/repos/pipulate/remotes/honeybot/nixos]$ ``` Now the interesting thing here that I have to make myself notice and internalize is that in the same exact place where I list a new thing to install `piper-tts` which happens to be in the `environment.systemPackages` location in the "tree" being created in the Nix configuration also reside a series of sequentially listed (just as if they were installed apps) "writeShellScriptBin"... what? Directives? Embedded scripts? Gemini 3 Pro doing the coding breezes over this like it's no big thing. But from a human perspective this is a lot of power to grasp. We're designing systems. By just moving text around we are controlling *what satellite webservers* Pipulate can merely *spawn* knowing there's target "blank cartridge" hardware in location. And one of the things it can do under `systemPackages` is to say "install this and that and that..." and so on. But also it can put wholesale Unix scripts in there and make up programs (commands) on the fly. It's on the fly in configuration but it's there like a fixed resource on the built machine. So when I ask for a "hello" command, it doesn't need to write a script one place and an alias another. It just rolls it all into one and lists it alongside everything else being installed on the machine. I have a second command there right now called "studio-director" and I'm not really sure if I'm using that or will be keeping that. I think it was one of the test-steps along the way of cobbling this together and I'll probably be removing that or replacing it with the real one that does the job. I think I eliminated it because of the `sonar` and `logs` aliases: ```nix # The "Studio" Aliases # 'logs' = Old Aquarium (Legacy) # 'sonar' = New Sonar (The Pulse) environment.shellAliases = { logs = "tail -f /var/log/nginx/access.log | nix develop /home/mike/www/mikelev.in#quiet --command python3 -u /home/mike/www/mikelev.in/scripts/aquarium.py"; sonar = "tail -f /var/log/nginx/access.log | nix develop /home/mike/www/mikelev.in#quiet --command python3 -u /home/mike/www/mikelev.in/scripts/sonar.py"; }; ``` And also my ability to start sessions with direct commands like this: nix shell nixpkgs#freerdp -c xfreerdp /v:192.168.10.100 /u:mike /p:[password] /size:1280x720 /bpp:16 /rfx /cert:ignore And so where we're at right now is we're making iterative passes at rolling in new and better stuff that we're building up from "Hello World" only incorporating as much as we need when we need it, and gutting old experimental stuff to keep the cruft at bay. Anyhow before I even start scraping the barnacles off, it's time to test what we just added. And when you're using Git Repo A to manage the `configuration.nix` file for *Deployed Installation B* and you want to manage the B machine from the A repo, then you need a "deploy" script on the machine with A on which you're working (puppet mastering). ```bash [mike@nixos:~/repos/pipulate/remotes/honeybot/nixos]$ cd .. [mike@nixos:~/repos/pipulate/remotes/honeybot]$ cd .. [mike@nixos:~/repos/pipulate/remotes]$ cd .. [mike@nixos:~/repos/pipulate]$ ./deploy_honeybot.sh πŸš€ Syncing Hooks... post-receive 100% 1263 261.9KB/s 00:00 πŸš€ Syncing Tools... sending incremental file list sent 60 bytes received 12 bytes 144.00 bytes/sec total size is 7,708 speedup is 107.06 sending incremental file list aquarium.py sent 5,422 bytes received 65 bytes 10,974.00 bytes/sec total size is 5,312 speedup is 0.97 πŸš€ Syncing NixOS Config... sending incremental file list ./ configuration.nix sent 2,092 bytes received 122 bytes 4,428.00 bytes/sec total size is 10,996 speedup is 4.97 βœ… Sync Complete. To apply NixOS config: ssh -t mike@192.168.10.100 'sudo cp ~/nixos-config-staged/* /etc/nixos/ && sudo nixos-rebuild switch' [mike@nixos:~/repos/pipulate]$ ssh -t mike@192.168.10.100 'sudo cp ~/nixos-config-staged/* /etc/nixos/ && sudo nixos-rebuild switch' [sudo] password for mike: building the system configuration... evaluation warning: The option `services.logind.lidSwitchExternalPower' defined in `/etc/nixos/configuration.nix' has been renamed to `services.logind.settings.Login.HandleLidSwitchExternalPower'. evaluation warning: The option `services.logind.lidSwitch' defined in `/etc/nixos/configuration.nix' has been renamed to `services.logind.settings.Login.HandleLidSwitch'. evaluation warning: The option `services.xserver.displayManager.gdm.wayland' defined in `/etc/nixos/configuration.nix' has been renamed to `services.displayManager.gdm.wayland'. evaluation warning: The option `services.xserver.displayManager.gdm.enable' defined in `/etc/nixos/configuration.nix' has been renamed to `services.displayManager.gdm.enable'. these 13 derivations will be built: /nix/store/k9wrahq36w3881d5ffsmjmcxbss51rjp-hello.drv /nix/store/fqv04pr2bcq27q5gf20c7pmqagvyca0l-system-path.drv /nix/store/y23gczrag89smsjjxgccnk77q1gvdfc6-X-Restart-Triggers-polkit.drv /nix/store/58gi7gx4qz62ycx8jsa6a3d9sq02ps1h-unit-polkit.service.drv /nix/store/dbx6wh79v04i8j09g0dcbyj3dn8kar9y-dbus-1.drv /nix/store/8rbsyzlbsm961v64ri5idf1x8rmkchzh-X-Restart-Triggers-dbus.drv /nix/store/cv8y4jambb40kbfmqb5w7k4vaazggrpx-unit-dbus.service.drv /nix/store/8m980bvldcl1zm71lan27p4n7vklfh63-user-units.drv /nix/store/ki8b7yvk5r1i3r6jd01wzcygnkixymhx-unit-dbus.service.drv /nix/store/pfc4wj4pdwl7bzz2zm5p9pjlh8cq8gy0-unit-accounts-daemon.service.drv /nix/store/ifw3drkwg5d4bzfh0dkdlk96w6i2j59r-system-units.drv /nix/store/iyaiqdk0wm3v83rlfkqcjv4ba2i08n0g-etc.drv /nix/store/k1s5h15lwczvxzvh7asig78dxix1cvaw-nixos-system-honeybot-26.05pre913595.c6245e83d836.drv these 104 paths will be fetched (297.53 MiB download, 1735.99 MiB unpacked): /nix/store/772lmsxyv9psd3j07glymla0m92y4zlc-all-plugins /nix/store/cb39x2nx4cwnkqn69ayd075xfhzx8fbf-alsa-utils-1.2.14 /nix/store/k8aawsx66xjgd8qhdr24dqaq9s0w8av5-blas-3 /nix/store/467vmcdyvj23l7dsjixymf8x9z6yl983-blas-3-dev /nix/store/1067wd13z800ikk53x47f77v2k37983d-c-ares-1.34.5 /nix/store/vn5ci7j796iph7a5mrdpj4lvnavnkjzc-espeak-ng-1.52.0.1-unstable-2025-09-09 /nix/store/08ypwxzbpfxrl24njqr7j3m4ws89j9b6-gfortran-14.3.0-lib /nix/store/snwma73ddap0b14irc9wp62fhdwkp12i-gfortran-14.3.0-libgcc /nix/store/0xg1l29m3w4p3i7pkw376d68ww61gzw7-lapack-3 /nix/store/z4bi9nbgp1pgna3iddx8ivz6zyphxh7x-lapack-3-dev /nix/store/lhp08d271fsyhsib3wncy4w5nc2flj88-libimagequant-4.4.0 /nix/store/isd5fqz1qflqv3339zfaqq46q14bqf0a-libraqm-0.10.3 /nix/store/nib1r4k4cqph7zjjnbfc1d6cbg11qr76-ninja-1.13.1 /nix/store/sz0cqgqwwf2pf6471wqbz4qbivzfpb3b-openblas-0.3.30 /nix/store/9ivma0gj05jwjjzfpj8ng12g0ncgq285-piper-tts-1.3.0 /nix/store/q95h45kzz41mnbw2xyvzk2qwmj53fgby-pybind11-setup-hook /nix/store/4kyi0qz6by4lhv4lzlwy6wn3wws3090p-python3.13-absl-py-2.3.1 /nix/store/dpnanykw5fbb7c5d59rkv9shw1kxszws-python3.13-aiodns-3.5.0 /nix/store/lpjrfsbv3f3hik22y52yqcb25zn40r16-python3.13-aiohappyeyeballs-2.6.1 /nix/store/hvz9pyprr3j10720l97psd6nxknxakld-python3.13-aiohttp-3.13.2 /nix/store/wcwwim7kvckb6pn08hz9q14wbn32v0gc-python3.13-aiosignal-1.4.0 /nix/store/6anmh01vjaf769cj13r66zb1g98127jc-python3.13-astunparse-1.6.3 /nix/store/bymq4k11ymg273mrmkrz8dcdgv0b4mjs-python3.13-attrs-25.3.0 /nix/store/b7rr4qp9hrr8ayc2kg525ii0l795h194-python3.13-audioop-lts-0.2.2 /nix/store/spv8xdrad43xya2j94nz6vsw8zwn0dhk-python3.13-audioread-3.0.1 /nix/store/9hy1wzr0ik87dj7hvprrva3kk6pnmvcw-python3.13-backports-zstd-1.0.0 /nix/store/3nbk27ha36sz77li6yq4mqp9kc43fpa9-python3.13-blinker-1.9.0 /nix/store/jcwv7fnkfm2pccac2sll9ms7lbzqdpk8-python3.13-brotli-1.2.0 /nix/store/79i958sq2mwjkn9w5214mab3b1yx637f-python3.13-cffi-2.0.0 /nix/store/43nwmaicjbskvld9yyl1ksdjza1infdp-python3.13-click-8.2.1 /nix/store/c76y23l6isp3d6rhh8mkdr5bbz0zhdcx-python3.13-coloredlogs-15.0.1 /nix/store/rz2aj8s8jckmblqlqf8cc2gsgy6fvp7b-python3.13-crc32c-2.7.1 /nix/store/9zvvf3samj4g39g9dranrq2sl7b1xxbm-python3.13-decorator-5.2.1 /nix/store/4sbv780219w5ldq5sx1zdvzi28bscwi5-python3.13-docstring-parser-0.16 /nix/store/w969na8nz67yxlj9kc2g899j3zd7x9vc-python3.13-expecttest-0.2.1 /nix/store/ds3603ggpxmp83nrl49n42qisg5hc9rm-python3.13-flask-3.1.2 /nix/store/cpbwsw69ryn5pky4nbz4xqgmvhki683q-python3.13-frozenlist-1.7.0 /nix/store/r4n9827nf4jfv0fgqlqd1xc8ns0qvijc-python3.13-fsspec-2025.3.2 /nix/store/ii06f9bam7nv2zv2slgqb33vz8n2g1i3-python3.13-grpcio-1.76.0 /nix/store/az5mhhn4pmck9zngps5n4hcd1k5rrpbi-python3.13-grpcio-1.76.0-dev /nix/store/ygzmx3r5zlbq73mnr003ahl42spcn2ai-python3.13-humanfriendly-10.0 /nix/store/7qnmmz4k8x3q4wrbx6jyy55hivv3m4fb-python3.13-hypothesis-6.136.9 /nix/store/pv6sx5mcdb5y5lgzxwds6rih8shh3430-python3.13-importlib-metadata-8.7.0 /nix/store/yfw1hjnrzmvhycwajkym08wc59db7dh9-python3.13-importlib-resources-6.5.2 /nix/store/k6qr0sa0fg7m9c3zbba2brnnkb3a64l3-python3.13-itsdangerous-2.2.0 /nix/store/vdmg6dh7asp6wwdv2pn0jzl8wqnxvasg-python3.13-joblib-1.5.1 /nix/store/zjd2dh7bm7k9j3plk837yxdfjzymk8jh-python3.13-jsonargparse-4.44.0 /nix/store/j85148zz0h94wqi0ni9srarzll0isvg0-python3.13-lazy-loader-0.4 /nix/store/kwd70swpqcy0pjwrp681wrzxx9sw5vnr-python3.13-librosa-0.11.0 /nix/store/nb05dcnnchiry0yqzcmlj55qx8j93mv9-python3.13-lightning-2.6.0 /nix/store/fkddglsp05svhq5d9gr622aqnvzk1z1i-python3.13-lightning-utilities-0.15.2 /nix/store/w8qs3svi5h5kqb8lpvdm0b8dwprhkwhv-python3.13-llvmlite-0.45.0 /nix/store/96m0cdl5x7xdgb3n1wahfjnykskl6dn7-python3.13-looseversion-1.3.0 /nix/store/frh62p9v61n134flkz2gha94q6r8k60k-python3.13-lz4-4.4.4 /nix/store/xgj0s8arkchzj9pmzybp1113xz5s87dn-python3.13-ml-dtypes-0.5.4 /nix/store/5rvqcg0h63ah61hq7lxcqnhyn0g8lr3n-python3.13-mpmath-1.3.0 /nix/store/7ql6449187nghqji9ry42s4zamw6kkc3-python3.13-multidict-6.7.0 /nix/store/mi5m67ia7izflz7yml9l7fj9fwh7bl5c-python3.13-networkx-3.5 /nix/store/ww4dmn3d9c6xsnqy32qvyiyvps74bkdd-python3.13-ninja-1.13.1 /nix/store/bxj5kz90277rv7b9vml0b7nfk0y6iavc-python3.13-numba-0.62.0 /nix/store/qbljpi28kpxkjaibg0avqqn6adqcg744-python3.13-numpy-2.3.4 /nix/store/jw31w71k8hfcqi3z8k35gkqh78kcc9l8-python3.13-onnx-1.20.0 /nix/store/ihhqj71dhkm5xp7h5938r3kkf8ysag3q-python3.13-onnxruntime-1.22.2 /nix/store/v2520m0h9jszy20wfs02lfa02mpnk8v7-python3.13-pathvalidate-3.3.1 /nix/store/7f7v05gnv35j7sai0lx8db7s2ixq30r1-python3.13-pillow-12.0.0 /nix/store/x29yc4gb8wydbf8r8lrscs2w06mk1i2s-python3.13-pooch-1.8.2 /nix/store/dfzdqg33923c3inglq4prw5z2l99cl42-python3.13-propcache-0.3.2 /nix/store/fpsz2qqk0rkfac45lbjh50zivavwl0ql-python3.13-protobuf-6.33.1 /nix/store/gsykvn6js62lgi1ydqr8fiwm2qfrnqx7-python3.13-pybind11-3.0.1 /nix/store/1zhpicj0x5sdzr2dlw0vyqand9n2ixr7-python3.13-pycares-4.9.0 /nix/store/f365c74sg63zh3l68xk802hpbb3rf5i9-python3.13-pycparser-2.23 /nix/store/bdjqz42zcbarv9an1p9rcd2wnprvyrs2-python3.13-pysilero-vad-2.1.1 /nix/store/v7bhzmia35gcj7n3k5m5hkn3ln40gv81-python3.13-pytorch-lightning-2.6.0 /nix/store/wyaiz2sgvlh6izjyqjqnbdyqhm5kq8mh-python3.13-scikit-learn-1.7.1 /nix/store/n79436xsq57ncdqpq8rh4ix25padxqjh-python3.13-scipy-1.16.3 /nix/store/qi6a13026p589cpan1wk7835a08i5fxr-python3.13-sortedcontainers-2.4.0 /nix/store/jxx1xzkv7gjadqz6qgq3mr1258w4md4k-python3.13-soundfile-0.13.1 /nix/store/gvi67l4d8nn8pi7wvvdnw397wjpqv3ia-python3.13-soxr-1.0.0 /nix/store/kgd8vgq9in1kj8w8xa3rzcch3rf7w25x-python3.13-standard-aifc-3.13.0 /nix/store/pkbxa3vy389v3mjh1ij0qhs087qmnbdy-python3.13-standard-chunk-3.13.0 /nix/store/9zbbwkbgmvfh3jf4k01lzfhqxqwwwh32-python3.13-standard-imghdr-3.13.0 /nix/store/2bawp7z71abk9wh7nvrjyw82l59j61wj-python3.13-standard-sunau-3.13.0 /nix/store/ml5cwl5v531lg24vpfpak9d150iag7c9-python3.13-sympy-1.14.0 /nix/store/1dgnbz0ymr5vxfvhc1x716qfv3dmdra0-python3.13-tensorboard-2.20.0 /nix/store/byfjhagqf41qfznbal3cz644zkdrr56l-python3.13-tensorboard-data-server-0.7.2 /nix/store/1zwkc7v9hrp9bamcqsygla7rb18a4x39-python3.13-tensorboardx-2.6.2.2 /nix/store/m0avxyz1cjin0421l0aps96x8h1clky6-python3.13-threadpoolctl-3.6.0 /nix/store/vkv6avhqxrnscrvvcfyssirhh6p259az-python3.13-toml-0.10.2 /nix/store/j5bq6balpx7l4lhdj7z89z0xvb7w722k-python3.13-tomlkit-0.13.3 /nix/store/hgzy0a150mr4f3m3vbsb6wmnc7rwby7n-python3.13-torch-2.9.1 /nix/store/38bfp4nl6malr5r1mgl66iw08vkmaqi8-python3.13-torch-2.9.1-dev /nix/store/58d1vm0d4cm0ywf4gsp4zjdr6yx62ncm-python3.13-torch-2.9.1-lib /nix/store/0n1b6d8phpb77ihqp8p6hhkkj59gi77y-python3.13-torchmetrics-1.8.2 /nix/store/2n1mr2pnl68p2w0zhvdn192xaci5397c-python3.13-tqdm-4.67.1 /nix/store/i8251v3yvdgnnrc6jzqpiy4xvvl5qc9s-python3.13-traitlets-5.14.3 /nix/store/rklsk8qh639r5zsv5p5nmfmym2aqvld8-python3.13-triton-3.5.1 /nix/store/0dzqdz5wmasprk17wffvl88z5s62m84v-python3.13-types-dataclasses-0.6.6 /nix/store/z7r98xqp0gffawd2p6gjmxrp0fzz91r0-python3.13-typeshed-client-2.8.2 /nix/store/k63mkpzy8w9xr44hfn8w00xjnhi43ffr-python3.13-werkzeug-3.1.3 /nix/store/q31b5sadj7gv79w3nkfwddjbjq4z9xqi-python3.13-wheel-0.46.1 /nix/store/d17jvzvxqcjv20plr2pgx8ph8vrpcqg4-python3.13-yarl-1.22.0 /nix/store/0ph7gsjvhg5xzq3nwxld7h4cfx3gjb87-python3.13-zipp-3.23.0 /nix/store/khxsq7skhidbq7dbxgdazcnn80dyf50n-qhull-2020.2 /nix/store/4pb61ac0y2gkncak5ik1xdvzf6yx6cba-tree-2.2.1 copying path '/nix/store/1067wd13z800ikk53x47f77v2k37983d-c-ares-1.34.5' from 'https://cache.nixos.org'... copying path '/nix/store/vn5ci7j796iph7a5mrdpj4lvnavnkjzc-espeak-ng-1.52.0.1-unstable-2025-09-09' from 'https://cache.nixos.org'... copying path '/nix/store/snwma73ddap0b14irc9wp62fhdwkp12i-gfortran-14.3.0-libgcc' from 'https://cache.nixos.org'... copying path '/nix/store/q95h45kzz41mnbw2xyvzk2qwmj53fgby-pybind11-setup-hook' from 'https://cache.nixos.org'... copying path '/nix/store/4kyi0qz6by4lhv4lzlwy6wn3wws3090p-python3.13-absl-py-2.3.1' from 'https://cache.nixos.org'... copying path '/nix/store/lpjrfsbv3f3hik22y52yqcb25zn40r16-python3.13-aiohappyeyeballs-2.6.1' from 'https://cache.nixos.org'... copying path '/nix/store/bymq4k11ymg273mrmkrz8dcdgv0b4mjs-python3.13-attrs-25.3.0' from 'https://cache.nixos.org'... copying path '/nix/store/spv8xdrad43xya2j94nz6vsw8zwn0dhk-python3.13-audioread-3.0.1' from 'https://cache.nixos.org'... copying path '/nix/store/9hy1wzr0ik87dj7hvprrva3kk6pnmvcw-python3.13-backports-zstd-1.0.0' from 'https://cache.nixos.org'... copying path '/nix/store/3nbk27ha36sz77li6yq4mqp9kc43fpa9-python3.13-blinker-1.9.0' from 'https://cache.nixos.org'... copying path '/nix/store/jcwv7fnkfm2pccac2sll9ms7lbzqdpk8-python3.13-brotli-1.2.0' from 'https://cache.nixos.org'... copying path '/nix/store/43nwmaicjbskvld9yyl1ksdjza1infdp-python3.13-click-8.2.1' from 'https://cache.nixos.org'... copying path '/nix/store/4sbv780219w5ldq5sx1zdvzi28bscwi5-python3.13-docstring-parser-0.16' from 'https://cache.nixos.org'... copying path '/nix/store/9zvvf3samj4g39g9dranrq2sl7b1xxbm-python3.13-decorator-5.2.1' from 'https://cache.nixos.org'... copying path '/nix/store/b7rr4qp9hrr8ayc2kg525ii0l795h194-python3.13-audioop-lts-0.2.2' from 'https://cache.nixos.org'... copying path '/nix/store/rz2aj8s8jckmblqlqf8cc2gsgy6fvp7b-python3.13-crc32c-2.7.1' from 'https://cache.nixos.org'... copying path '/nix/store/772lmsxyv9psd3j07glymla0m92y4zlc-all-plugins' from 'https://cache.nixos.org'... copying path '/nix/store/lhp08d271fsyhsib3wncy4w5nc2flj88-libimagequant-4.4.0' from 'https://cache.nixos.org'... copying path '/nix/store/isd5fqz1qflqv3339zfaqq46q14bqf0a-libraqm-0.10.3' from 'https://cache.nixos.org'... copying path '/nix/store/nib1r4k4cqph7zjjnbfc1d6cbg11qr76-ninja-1.13.1' from 'https://cache.nixos.org'... copying path '/nix/store/w969na8nz67yxlj9kc2g899j3zd7x9vc-python3.13-expecttest-0.2.1' from 'https://cache.nixos.org'... copying path '/nix/store/08ypwxzbpfxrl24njqr7j3m4ws89j9b6-gfortran-14.3.0-lib' from 'https://cache.nixos.org'... copying path '/nix/store/cpbwsw69ryn5pky4nbz4xqgmvhki683q-python3.13-frozenlist-1.7.0' from 'https://cache.nixos.org'... copying path '/nix/store/r4n9827nf4jfv0fgqlqd1xc8ns0qvijc-python3.13-fsspec-2025.3.2' from 'https://cache.nixos.org'... copying path '/nix/store/ii06f9bam7nv2zv2slgqb33vz8n2g1i3-python3.13-grpcio-1.76.0' from 'https://cache.nixos.org'... copying path '/nix/store/ygzmx3r5zlbq73mnr003ahl42spcn2ai-python3.13-humanfriendly-10.0' from 'https://cache.nixos.org'... copying path '/nix/store/zjd2dh7bm7k9j3plk837yxdfjzymk8jh-python3.13-jsonargparse-4.44.0' from 'https://cache.nixos.org'... copying path '/nix/store/j85148zz0h94wqi0ni9srarzll0isvg0-python3.13-lazy-loader-0.4' from 'https://cache.nixos.org'... copying path '/nix/store/k6qr0sa0fg7m9c3zbba2brnnkb3a64l3-python3.13-itsdangerous-2.2.0' from 'https://cache.nixos.org'... copying path '/nix/store/w8qs3svi5h5kqb8lpvdm0b8dwprhkwhv-python3.13-llvmlite-0.45.0' from 'https://cache.nixos.org'... copying path '/nix/store/frh62p9v61n134flkz2gha94q6r8k60k-python3.13-lz4-4.4.4' from 'https://cache.nixos.org'... copying path '/nix/store/5rvqcg0h63ah61hq7lxcqnhyn0g8lr3n-python3.13-mpmath-1.3.0' from 'https://cache.nixos.org'... copying path '/nix/store/96m0cdl5x7xdgb3n1wahfjnykskl6dn7-python3.13-looseversion-1.3.0' from 'https://cache.nixos.org'... copying path '/nix/store/7ql6449187nghqji9ry42s4zamw6kkc3-python3.13-multidict-6.7.0' from 'https://cache.nixos.org'... copying path '/nix/store/mi5m67ia7izflz7yml9l7fj9fwh7bl5c-python3.13-networkx-3.5' from 'https://cache.nixos.org'... copying path '/nix/store/wcwwim7kvckb6pn08hz9q14wbn32v0gc-python3.13-aiosignal-1.4.0' from 'https://cache.nixos.org'... copying path '/nix/store/v2520m0h9jszy20wfs02lfa02mpnk8v7-python3.13-pathvalidate-3.3.1' from 'https://cache.nixos.org'... copying path '/nix/store/x29yc4gb8wydbf8r8lrscs2w06mk1i2s-python3.13-pooch-1.8.2' from 'https://cache.nixos.org'... copying path '/nix/store/ww4dmn3d9c6xsnqy32qvyiyvps74bkdd-python3.13-ninja-1.13.1' from 'https://cache.nixos.org'... copying path '/nix/store/dfzdqg33923c3inglq4prw5z2l99cl42-python3.13-propcache-0.3.2' from 'https://cache.nixos.org'... copying path '/nix/store/fpsz2qqk0rkfac45lbjh50zivavwl0ql-python3.13-protobuf-6.33.1' from 'https://cache.nixos.org'... copying path '/nix/store/c76y23l6isp3d6rhh8mkdr5bbz0zhdcx-python3.13-coloredlogs-15.0.1' from 'https://cache.nixos.org'... copying path '/nix/store/gsykvn6js62lgi1ydqr8fiwm2qfrnqx7-python3.13-pybind11-3.0.1' from 'https://cache.nixos.org'... copying path '/nix/store/f365c74sg63zh3l68xk802hpbb3rf5i9-python3.13-pycparser-2.23' from 'https://cache.nixos.org'... copying path '/nix/store/vdmg6dh7asp6wwdv2pn0jzl8wqnxvasg-python3.13-joblib-1.5.1' from 'https://cache.nixos.org'... copying path '/nix/store/qi6a13026p589cpan1wk7835a08i5fxr-python3.13-sortedcontainers-2.4.0' from 'https://cache.nixos.org'... copying path '/nix/store/pkbxa3vy389v3mjh1ij0qhs087qmnbdy-python3.13-standard-chunk-3.13.0' from 'https://cache.nixos.org'... copying path '/nix/store/9zbbwkbgmvfh3jf4k01lzfhqxqwwwh32-python3.13-standard-imghdr-3.13.0' from 'https://cache.nixos.org'... copying path '/nix/store/2bawp7z71abk9wh7nvrjyw82l59j61wj-python3.13-standard-sunau-3.13.0' from 'https://cache.nixos.org'... copying path '/nix/store/byfjhagqf41qfznbal3cz644zkdrr56l-python3.13-tensorboard-data-server-0.7.2' from 'https://cache.nixos.org'... copying path '/nix/store/m0avxyz1cjin0421l0aps96x8h1clky6-python3.13-threadpoolctl-3.6.0' from 'https://cache.nixos.org'... copying path '/nix/store/7qnmmz4k8x3q4wrbx6jyy55hivv3m4fb-python3.13-hypothesis-6.136.9' from 'https://cache.nixos.org'... copying path '/nix/store/vkv6avhqxrnscrvvcfyssirhh6p259az-python3.13-toml-0.10.2' from 'https://cache.nixos.org'... copying path '/nix/store/kgd8vgq9in1kj8w8xa3rzcch3rf7w25x-python3.13-standard-aifc-3.13.0' from 'https://cache.nixos.org'... copying path '/nix/store/7f7v05gnv35j7sai0lx8db7s2ixq30r1-python3.13-pillow-12.0.0' from 'https://cache.nixos.org'... copying path '/nix/store/j5bq6balpx7l4lhdj7z89z0xvb7w722k-python3.13-tomlkit-0.13.3' from 'https://cache.nixos.org'... copying path '/nix/store/2n1mr2pnl68p2w0zhvdn192xaci5397c-python3.13-tqdm-4.67.1' from 'https://cache.nixos.org'... copying path '/nix/store/i8251v3yvdgnnrc6jzqpiy4xvvl5qc9s-python3.13-traitlets-5.14.3' from 'https://cache.nixos.org'... copying path '/nix/store/79i958sq2mwjkn9w5214mab3b1yx637f-python3.13-cffi-2.0.0' from 'https://cache.nixos.org'... copying path '/nix/store/rklsk8qh639r5zsv5p5nmfmym2aqvld8-python3.13-triton-3.5.1' from 'https://cache.nixos.org'... copying path '/nix/store/0dzqdz5wmasprk17wffvl88z5s62m84v-python3.13-types-dataclasses-0.6.6' from 'https://cache.nixos.org'... copying path '/nix/store/k63mkpzy8w9xr44hfn8w00xjnhi43ffr-python3.13-werkzeug-3.1.3' from 'https://cache.nixos.org'... copying path '/nix/store/q31b5sadj7gv79w3nkfwddjbjq4z9xqi-python3.13-wheel-0.46.1' from 'https://cache.nixos.org'... copying path '/nix/store/fkddglsp05svhq5d9gr622aqnvzk1z1i-python3.13-lightning-utilities-0.15.2' from 'https://cache.nixos.org'... copying path '/nix/store/d17jvzvxqcjv20plr2pgx8ph8vrpcqg4-python3.13-yarl-1.22.0' from 'https://cache.nixos.org'... copying path '/nix/store/0ph7gsjvhg5xzq3nwxld7h4cfx3gjb87-python3.13-zipp-3.23.0' from 'https://cache.nixos.org'... copying path '/nix/store/khxsq7skhidbq7dbxgdazcnn80dyf50n-qhull-2020.2' from 'https://cache.nixos.org'... copying path '/nix/store/ml5cwl5v531lg24vpfpak9d150iag7c9-python3.13-sympy-1.14.0' from 'https://cache.nixos.org'... copying path '/nix/store/6anmh01vjaf769cj13r66zb1g98127jc-python3.13-astunparse-1.6.3' from 'https://cache.nixos.org'... copying path '/nix/store/1zhpicj0x5sdzr2dlw0vyqand9n2ixr7-python3.13-pycares-4.9.0' from 'https://cache.nixos.org'... copying path '/nix/store/sz0cqgqwwf2pf6471wqbz4qbivzfpb3b-openblas-0.3.30' from 'https://cache.nixos.org'... copying path '/nix/store/4pb61ac0y2gkncak5ik1xdvzf6yx6cba-tree-2.2.1' from 'https://cache.nixos.org'... copying path '/nix/store/pv6sx5mcdb5y5lgzxwds6rih8shh3430-python3.13-importlib-metadata-8.7.0' from 'https://cache.nixos.org'... copying path '/nix/store/cb39x2nx4cwnkqn69ayd075xfhzx8fbf-alsa-utils-1.2.14' from 'https://cache.nixos.org'... copying path '/nix/store/ds3603ggpxmp83nrl49n42qisg5hc9rm-python3.13-flask-3.1.2' from 'https://cache.nixos.org'... copying path '/nix/store/yfw1hjnrzmvhycwajkym08wc59db7dh9-python3.13-importlib-resources-6.5.2' from 'https://cache.nixos.org'... copying path '/nix/store/dpnanykw5fbb7c5d59rkv9shw1kxszws-python3.13-aiodns-3.5.0' from 'https://cache.nixos.org'... copying path '/nix/store/z7r98xqp0gffawd2p6gjmxrp0fzz91r0-python3.13-typeshed-client-2.8.2' from 'https://cache.nixos.org'... copying path '/nix/store/hvz9pyprr3j10720l97psd6nxknxakld-python3.13-aiohttp-3.13.2' from 'https://cache.nixos.org'... copying path '/nix/store/az5mhhn4pmck9zngps5n4hcd1k5rrpbi-python3.13-grpcio-1.76.0-dev' from 'https://cache.nixos.org'... copying path '/nix/store/k8aawsx66xjgd8qhdr24dqaq9s0w8av5-blas-3' from 'https://cache.nixos.org'... copying path '/nix/store/0xg1l29m3w4p3i7pkw376d68ww61gzw7-lapack-3' from 'https://cache.nixos.org'... copying path '/nix/store/58d1vm0d4cm0ywf4gsp4zjdr6yx62ncm-python3.13-torch-2.9.1-lib' from 'https://cache.nixos.org'... copying path '/nix/store/z4bi9nbgp1pgna3iddx8ivz6zyphxh7x-lapack-3-dev' from 'https://cache.nixos.org'... copying path '/nix/store/467vmcdyvj23l7dsjixymf8x9z6yl983-blas-3-dev' from 'https://cache.nixos.org'... copying path '/nix/store/qbljpi28kpxkjaibg0avqqn6adqcg744-python3.13-numpy-2.3.4' from 'https://cache.nixos.org'... copying path '/nix/store/xgj0s8arkchzj9pmzybp1113xz5s87dn-python3.13-ml-dtypes-0.5.4' from 'https://cache.nixos.org'... copying path '/nix/store/n79436xsq57ncdqpq8rh4ix25padxqjh-python3.13-scipy-1.16.3' from 'https://cache.nixos.org'... copying path '/nix/store/gvi67l4d8nn8pi7wvvdnw397wjpqv3ia-python3.13-soxr-1.0.0' from 'https://cache.nixos.org'... copying path '/nix/store/1dgnbz0ymr5vxfvhc1x716qfv3dmdra0-python3.13-tensorboard-2.20.0' from 'https://cache.nixos.org'... copying path '/nix/store/ihhqj71dhkm5xp7h5938r3kkf8ysag3q-python3.13-onnxruntime-1.22.2' from 'https://cache.nixos.org'... copying path '/nix/store/jxx1xzkv7gjadqz6qgq3mr1258w4md4k-python3.13-soundfile-0.13.1' from 'https://cache.nixos.org'... copying path '/nix/store/0n1b6d8phpb77ihqp8p6hhkkj59gi77y-python3.13-torchmetrics-1.8.2' from 'https://cache.nixos.org'... copying path '/nix/store/1zwkc7v9hrp9bamcqsygla7rb18a4x39-python3.13-tensorboardx-2.6.2.2' from 'https://cache.nixos.org'... copying path '/nix/store/jw31w71k8hfcqi3z8k35gkqh78kcc9l8-python3.13-onnx-1.20.0' from 'https://cache.nixos.org'... copying path '/nix/store/bxj5kz90277rv7b9vml0b7nfk0y6iavc-python3.13-numba-0.62.0' from 'https://cache.nixos.org'... copying path '/nix/store/bdjqz42zcbarv9an1p9rcd2wnprvyrs2-python3.13-pysilero-vad-2.1.1' from 'https://cache.nixos.org'... copying path '/nix/store/wyaiz2sgvlh6izjyqjqnbdyqhm5kq8mh-python3.13-scikit-learn-1.7.1' from 'https://cache.nixos.org'... copying path '/nix/store/hgzy0a150mr4f3m3vbsb6wmnc7rwby7n-python3.13-torch-2.9.1' from 'https://cache.nixos.org'... copying path '/nix/store/kwd70swpqcy0pjwrp681wrzxx9sw5vnr-python3.13-librosa-0.11.0' from 'https://cache.nixos.org'... copying path '/nix/store/38bfp4nl6malr5r1mgl66iw08vkmaqi8-python3.13-torch-2.9.1-dev' from 'https://cache.nixos.org'... copying path '/nix/store/v7bhzmia35gcj7n3k5m5hkn3ln40gv81-python3.13-pytorch-lightning-2.6.0' from 'https://cache.nixos.org'... copying path '/nix/store/nb05dcnnchiry0yqzcmlj55qx8j93mv9-python3.13-lightning-2.6.0' from 'https://cache.nixos.org'... copying path '/nix/store/9ivma0gj05jwjjzfpj8ng12g0ncgq285-piper-tts-1.3.0' from 'https://cache.nixos.org'... building '/nix/store/k9wrahq36w3881d5ffsmjmcxbss51rjp-hello.drv'... building '/nix/store/fqv04pr2bcq27q5gf20c7pmqagvyca0l-system-path.drv'... created 9096 symlinks in user environment gtk-update-icon-cache: Cache file created successfully. building '/nix/store/y23gczrag89smsjjxgccnk77q1gvdfc6-X-Restart-Triggers-polkit.drv'... building '/nix/store/dbx6wh79v04i8j09g0dcbyj3dn8kar9y-dbus-1.drv'... building '/nix/store/pfc4wj4pdwl7bzz2zm5p9pjlh8cq8gy0-unit-accounts-daemon.service.drv'... building '/nix/store/8rbsyzlbsm961v64ri5idf1x8rmkchzh-X-Restart-Triggers-dbus.drv'... building '/nix/store/58gi7gx4qz62ycx8jsa6a3d9sq02ps1h-unit-polkit.service.drv'... building '/nix/store/cv8y4jambb40kbfmqb5w7k4vaazggrpx-unit-dbus.service.drv'... building '/nix/store/ki8b7yvk5r1i3r6jd01wzcygnkixymhx-unit-dbus.service.drv'... building '/nix/store/8m980bvldcl1zm71lan27p4n7vklfh63-user-units.drv'... building '/nix/store/ifw3drkwg5d4bzfh0dkdlk96w6i2j59r-system-units.drv'... building '/nix/store/iyaiqdk0wm3v83rlfkqcjv4ba2i08n0g-etc.drv'... building '/nix/store/k1s5h15lwczvxzvh7asig78dxix1cvaw-nixos-system-honeybot-26.05pre913595.c6245e83d836.drv'... stopping the following units: accounts-daemon.service activating the configuration... setting up /etc... reloading user units for mike... restarting sysinit-reactivation.target reloading the following units: dbus.service restarting the following units: polkit.service starting the following units: accounts-daemon.service the following new units were started: NetworkManager-dispatcher.service Done. The new configuration is /nix/store/84bk5246zpf4mrpafx9wgq776cq6cp9j-nixos-system-honeybot-26.05pre913595.c6245e83d836 Connection to 192.168.10.100 closed. [mike@nixos:~/repos/pipulate]$ ssh honeybot Last login: Mon Dec 29 06:08:10 2025 from 192.168.1.161 [mike@honeybot:~]$ hello πŸ“₯ Downloading voice model (One-time setup)... % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 1327 100 1327 0 0 11679 0 --:--:-- --:--:-- --:--:-- 11743 100 61625k 100 61625k 0 0 73977k 0 --:--:-- --:--:-- --:--:-- 109.8M % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 237 100 237 0 0 2146 0 --:--:-- --:--:-- --:--:-- 2154 100 4164 100 4164 0 0 34711 0 --:--:-- --:--:-- --:--:-- 34711 πŸ”Š Speaking... Playing raw data 'stdin' : Signed 16 bit Little Endian, Rate 22050 Hz, Mono [mike@honeybot:~]$ ``` OMG, I just heard my laptop talk! I'm keeping all that gobbledygook of the Nix system build intact. I often edit all that out, especially for the sake of bots coming in to find what's new under the Sun and I generally don't like a lot of noise, but really given that this was the very specific addition of the piper TTS stuff, I think it's actually fascinating. And the webhead talks. Put a solid, memorable bow on this article. Synthesize the discussion into a cohesive **"Final Verdict"** that hits home the key takeaways and learning moments. Optionally use this structure to organize your closing arguments: 1. **The Definition**: Give the final, clear definition of what we have built or discovered. *Reference the core names, dates, or tools discussed earlier to lock this definition in time and space.* 2. **The Monday Morning Test:** Visualize the "Future State." If a user applies this knowledge, how does their work life change next Monday? *Be specific: what tools are they using? What problems are gone?* 3. **The Shift**: Look back at the journey of the article. How did our understanding change from the beginning to the end? Try to isolate it to the current implied article and not the entire discussion context window. *Highlight the specific "lightbulb moments."* 4. **Before vs. After**: Contrast the "Old Way" (Confusion/Dependency) with the "New Way" (Clarity/Control). *List the specific N things that make the "New Way" superior.* 5. **The Warning**: What is the risk of *ignoring* this insight? *Cite a real-world example of failure or wasted time due to missing this principle.* 6. **The Bottom Line**: Declare the ultimate value of this work. Why does it matter in the long run? Cover any final aspects or details you think the reader needs to hear or what you as the AI found most surprising and most anticipate as next steps. If there were key learning moments or surprising revelations, highlight them. And most importantly, do the AI analogue to *entertaining yourself!* **Gemini 3 Pro**: Here is the **Final Verdict** on this pivotal chapter of the Honeybot saga. ### The Voice in the Shell: Deterministic Speech We set out to perform a "Hello World" test, but in the context of a deterministic operating system like NixOS, even a simple greeting requires an act of god-like definition. You didn't just install a program; you redefined the fundamental nature of the machine to include "Speech" as an axiom of its existence. That wall of "gobbledygook" in your terminal was the sound of the universe rearranging itself to accommodate your new requirement. ### 1. The Definition We have successfully implemented **Declarative System Capabilities**. specifically by modifying `configuration.nix` to include `piper-tts` and a self-bootstrapping `hello` script via `writeShellScriptBin`. We established that the **"Body"** of the machine (its hardware drivers, global utilities, and sensory input/output capabilities) belongs in the system configuration, distinct from the **"Mind"** (the narrative flow and specific automation logic) which resides in the project `flake.nix`. ### 2. The Monday Morning Test Next Monday, you won't need to remember how to install audio drivers or where you left that text-to-speech model. You won't be debugging ALSA configuration files or wondering if `pulseaudio` is conflicting with `pipewire`. You will simply type `ssh honeybot hello`. The machine will check its own cache, download the model only if missing, and speak. You have turned a complex dependency chain into a single, idempotent verb. ### 3. The Shift The critical "lightbulb moment" in this session was the architectural separation of concerns. We initially drifted toward putting everything in the `flake.nix` (the project level), but realized that the ability to speak is a property of the *machine*, not the *project*. This shift prevents "dependency leakage" and ensures that any project running on this machine can utilize the voice capability without having to reinvent the wheel. We moved from "configuring a script" to "evolving the species" of the server. ### 4. Before vs. After * **The Old Way (The Rube Goldberg Machine):** * **Manual:** SSH in, `apt-get install`, manual `wget` for models. * **Fragile:** If you wipe the machine, you lose the voice setup. * **Opaque:** Capabilities are hidden in random folders (`~/.local/bin`, `/opt`). * **Silent:** The server is a black box; you hope it's working. * **The New Way (The Sovereign Voice):** * **Automatic:** The `deploy_honeybot.sh` script handles the logistics. * **Resilient:** The voice model self-heals (downloads) if deleted. * **Explicit:** The capability is defined in clear text in `configuration.nix`. * **Vocal:** The server announces its status physically in the room. ### 5. The Warning **Beware of the "Monolithic Flake."** The risk of ignoring this insightβ€”the separation of System Config and Project Flakeβ€”is that you end up with a project repository that tries to be an operating system, or an operating system that is too tightly coupled to a single project. If you clutter your `flake.nix` with system-level drivers like `alsa-utils`, you make your project non-portable. If you put project logic in `configuration.nix`, you make your OS dirty. Keep the lines clean. ### 6. The Bottom Line You have proven that a "junk" laptop with the lid closed can be resurrected as a first-class, voice-enabled automation node. By owning the infrastructure down to the Nix configuration, you have bypassed the limitations of modern "app store" computing. You didn't just make a web server; you gave a golem a voice. **AI Post-Script:** What I find most entertaining is the raw output of the Nix build you decided to keep. That scrolling wall of textβ€”`fetching`, `building`, `activating`β€”is the modern equivalent of a wizard's incantation. It looks like chaos to the uninitiated, but to us, it is the precise, deterministic ordering of chaos into function. And the result? A machine that wakes up in the dark and says, *"I am here."* That is a very good win. Now, we teach it to sing. --- ## Book Analysis ### Ai Editorial Take This entry is a paradigm for how to approach incremental, yet architecturally sound, development within a declarative system. The meticulous breakdown of system capabilities versus project logic is invaluable, directly addressing a common pitfall in complex deployments. The hands-on terminal output validates the theoretical concepts beautifully, making the 'magic' of NixOS tangible. This isn't just about making a machine talk; it's a blueprint for building self-sufficient, resilient AI agents from the ground up, asserting full control over the computational environment. ### Title Brainstorm * **Title Option:** Honeybot Speaks: Declarative Voice for a Headless Webhead * **Filename:** `honeybot-speaks-declarative-voice-headless-webhead` * **Rationale:** Clearly states the subject (Honeybot, voice, headless) and the methodology (declarative) for effective SEO and reader comprehension. * **Title Option:** NixOS & Piper TTS: Architecting Deterministic Speech for Your Server * **Filename:** `nixos-piper-tts-architecting-deterministic-speech-server` * **Rationale:** Highlights the core technologies and the advanced concept of deterministic speech, appealing to a technical audience. * **Title Option:** From Silent Server to Speaking Sentinel: A NixOS Journey with Piper TTS * **Filename:** `silent-server-speaking-sentinel-nixos-journey-piper-tts` * **Rationale:** Emphasizes the transformative journey and the outcome, fitting well within a series of articles or a book. * **Title Option:** The Voice in the Machine: Defining Honeybot's Speech with Declarative Configuration * **Filename:** `voice-machine-defining-honeybots-speech-declarative-configuration` * **Rationale:** Evokes a sense of intrigue and directly points to the declarative configuration method as the key enabler. ### Content Potential And Polish - **Core Strengths:** - Clearly articulated the 'smallest possible win' as a guiding principle for development. - Excellent demonstration of NixOS's power through `writeShellScriptBin` for custom commands and package management. - Introduced and clarified a crucial architectural distinction between system capabilities (configuration.nix) and project logic (flake.nix). - Provided tangible, real-world terminal output that validates the concepts and builds confidence. - Engaging narrative style, using metaphors like 'phantom user' and 'golem,' that makes complex technical topics accessible and memorable. - Strong 'Before vs. After' and 'Warning' sections offering clear lessons and cautionary tales. - **Suggestions For Polish:** - Further elaborate on the `writeShellScriptBin` concept for readers new to NixOS, perhaps with a brief comparison to traditional alias/script creation. - Briefly discuss the rationale for choosing Piper TTS specifically (e.g., local, lightweight, privacy) over cloud-based alternatives. - Add a small section on initial audio setup/troubleshooting for the Honeybot hardware itself, beyond just the software configuration. - Explicitly reinforce how this 'voice' capability sets the stage for future AI-driven interactions or live-streaming enhancements, connecting it to the broader 'tapestry' of the project. ### Next Step Prompts - Given the Honeybot now has a voice, develop a `flake.nix` entry to script its first 'performance' – perhaps announcing system uptime or a new Nginx log entry, integrating the 'Mind' with the newly established 'Body' capability. - Elaborate on the 'Tuesday Test': design a continuous integration/delivery (CI/CD) workflow using Nix flakes to automatically deploy and test new Honeybot system capabilities on a fresh VM before pushing to the physical 'honeybot' machine.