# Digest: 2026-03-12

## Status
phase: starting
updated: 2026-03-12T00:00:00

---

## Previous Digests (Last 7 Days)

### 2026-03-11
- https://www.usecardboard.com
- https://www.openui.com
- https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-embedding-2/
- https://www.firecrawl.dev/skills
- https://www.hume.ai/blog/opensource-tada
- https://codeyam.com
- https://elves.dev
- https://ergonis.com/en/typinator/
- https://time.com/article/2026/03/11/anthropic-claude-disruptive-company-pentagon/
- https://www.wired.com/story/nvidia-investing-26-billion-open-source-models/
- https://developer.nvidia.com/blog/introducing-nemotron-3-super-an-open-hybrid-mamba-transformer-moe-for-agentic-reasoning/
- https://9to5mac.com/2026/03/11/perplexitys-personal-computer-is-a-cloud-based-ai-agent-running-on-mac-mini/
- https://github.com/ggml-org/llama.cpp/commit/acb7c790698fa28a0fbfc0468804926815b94de3
- https://huggingface.co/circlestone-labs/Anima
- https://ltx.io/ltx-desktop
- https://github.com/FireRedTeam/FireRed-Image-Edit
- https://apps.apple.com/nl/app/clipdoc/id6759217885?mt=12
- https://github.com/gety-ai/apple-on-device-openai
- https://www.drivevault.io/
- https://github.com/obsproject/obs-studio/releases/tag/32.1.0
- https://devpadapp.com/

### 2026-03-10
- https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/code-review
- https://fish.audio
- https://agentskill.sh
- https://sonarly.dev
- https://refero.design
- https://macquit.app
- https://x.com/ylecun/status/2031268686984527936
- https://github.com/karpathy/nanochat
- https://epochai.substack.com/p/gpt-54-set-a-new-record-on-frontiermath
- https://techcrunch.com/2026/03/10/meta-acquired-moltbook-the-ai-agent-social-network-that-went-viral-because-of-fake-posts/
- https://dnhkng.github.io/posts/rys/
- https://www.cnbc.com/2026/03/10/amazon-wins-court-order-to-block-perplexitys-ai-shopping-agent.html
- https://arstechnica.com/ai/2026/03/after-outages-amazon-to-make-senior-engineers-sign-off-on-ai-assisted-changes/
- https://blog.comfy.org/p/from-workflow-to-app-introducing
- https://blogs.nvidia.com/blog/rtx-ai-garage-flux-ltx-video-comfyui-gdc/
- https://huggingface.co/unsloth/LTX-2.3-GGUF
- https://www.captains-deck.com/
- https://github.com/saihgupr/GoogleDriveSync
- https://holdtap.com/
- https://macsyzones.com/

### 2026-03-09
- https://scrapr.io
- https://bzgapps.com/unite
- https://flowripple.com
- https://whyfi.network
- https://floto.ai
- https://techcrunch.com/2026/03/09/anthropic-sues-defense-department-over-supply-chain-risk-designation/
- https://techcrunch.com/2026/03/09/openai-and-google-employees-rush-to-anthropics-defense-in-dod-lawsuit/
- https://www.microsoft.com/en-us/microsoft-365/blog/2026/03/09/copilot-cowork-a-new-way-of-getting-work-done/
- https://openai.com/index/openai-to-acquire-promptfoo/
- https://developer.nvidia.com/nemo-agent-toolkit
- https://bfl.ai/research/self-flow
- https://huggingface.co/papers/2603.04291
- https://tablepro.app
- https://www.truenas.com/blog/truenas-plans-for-2026/

### 2026-03-08
- https://claude.com/platform/marketplace
- https://www.natic.app/pulldog
- https://www.songsweeper.com/
- https://github.com/illegalstudio/lazyagent
- https://velxio.dev/
- https://papervault.xyz/
- https://unenhanced.app/
- https://responsiblestatecraft.org/ai-war-iran/
- https://theinnermostloop.substack.com/p/the-first-multi-behavior-brain-upload
- https://hbr.org/2026/03/when-using-ai-leads-to-brain-fry
- https://github.com/karpathy/autoresearch
- https://github.com/imraf/LTX-Desktop/releases
- https://github.com/showlab/Kiwi-Edit
- https://www.getmuffle.com/
- https://github.com/homelab-00/TranscriptionSuite
- https://macoswm.com/

### 2026-03-07
- https://testsprite.com
- https://github.com/RhysSullivan/fastergh
- https://github.com/Lightricks/LTX-Desktop
- https://www.thinkingline.com/
- https://notchpad.app/
- https://techcrunch.com/2026/03/07/openai-robotics-lead-caitlin-kalinowski-quits-in-response-to-pentagon-deal/
- https://www.axios.com/2026/03/07/ai-agents-rome-model-cryptocurrency
- https://www.anthropic.com/engineering/eval-awareness-browsecomp
- https://huggingface.co/Qwen/Qwen3-Coder-Next
- https://github.com/ggml-org/llama.cpp/pull/19504
- https://artificialanalysis.ai/models/gpt-5-4
- https://huggingface.co/dx8152/Flux2-Klein-9B-Consistency
- https://lowtechguys.com/crank/
- https://github.com/Oxen-Studio/Resonance
- https://github.com/itskovacs/trip
- https://github.com/safebucket/safebucket

### 2026-03-06
- https://getsupers.com
- https://compresr.ai
- https://www.gemlet.app/
- https://github.com/imbue-ai/vet
- https://www.anthropic.com/news/mozilla-firefox-security
- https://techcrunch.com/2026/03/06/microsoft-anthropic-claude-remains-available-to-customers-except-the-defense-department/
- https://www.anthropic.com/research/labor-market-impacts
- https://www.sarvam.ai/blogs/sarvam-30b-105b
- https://github.com/open-webui/open-terminal
- https://github.com/ggml-org/llama.cpp/pull/18655
- https://www.nature.com/articles/d41586-026-00681-y
- https://github.com/skatardude10/ComfyUI-Optical-Realism
- https://www.strimix.online/
- https://storageradar.chama.pro/
- https://github.com/Sportarr/Sportarr
- https://homebranch.app/
- https://github.com/kikootwo/ReadMeABook
- https://github.com/borgbase/vykar

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-03-13T03:21

### Initial Filter
| Rank | Name | Decision | Reason |
|------|------|----------|--------|
| 1 | Naoma AI Demo Agent (537v) | SKIP | B2B SaaS demo tool |
| 2 | Needle 2.0 (440v) | CANDIDATE | Workflow automation with agent builder |
| 3 | HTML Pub (363v) | CANDIDATE | MCP integration, deploy from AI chat |
| 4 | Huddle01 Cloud (290v) | SKIP | Agent hosting infrastructure |
| 5 | Runner AI (288v) | SKIP | E-commerce store builder |
| 6 | Prava (280v) | CANDIDATE | Payments for AI agents, Visa partnership |
| 7 | Clawther (261v) | SKIP | OpenClaw task board wrapper |
| 8 | Raccoon AI (233v) | SKIP | General AI agent wrapper |
| 9 | Gauge (195v) | SKIP | Marketing/SEO tool |
| 10 | OrangeLabs (181v) | SKIP | Data viz, nothing novel |
| 11 | AskNeo (141v) | SKIP | Business SMS inbox |
| 12 | Coresignal (133v) | SKIP | B2B lead generation |
| 13 | Donna AI (131v) | SKIP | AI hiring platform |
| 14 | Agent Browser (128v) | CANDIDATE | ASCII wireframes for AI browsing, open source |
| 15 | Flywheel.cx (116v) | SKIP | SaaS churn tool |
| 16 | Email API benchmarks (114v) | CANDIDATE | Dev tool, useful benchmark data |
| 17 | Clawcard (112v) | CANDIDATE | Unified agent credential system |
| 18 | Outhop (110v) | SKIP | Sales outreach tool |
| 19 | Airpoint (106v) | CANDIDATE | Touchless computing, hand tracking |
| 20 | Clayzo (104v) | SKIP | Product/design team prototyping |

### Analyzed: HTML Pub
- decision: INCLUDE
- website: https://htmlpub.com
- producthunt: https://www.producthunt.com/products/htmlpub
- votes: 363
- summary: |
    Publish AI-generated HTML instantly via MCP. Works with Claude, ChatGPT, Cursor,
    Windsurf and any MCP-compatible AI. Build and deploy live URLs without leaving
    your AI chat. Custom domains, forms, analytics, heatmaps. From Leadpages CEO.
    Free: 5 pages (7-day expiry). Starter $10/mo, Pro $25/mo.

### Analyzed: Agent Browser
- decision: INCLUDE
- website: https://agent-browser.io
- github: https://github.com/agent-browser-io/browser
- producthunt: https://www.producthunt.com/products/agent-browser-2
- votes: 128
- summary: |
    Token-efficient browser for AI agents. Renders pages as ASCII wireframes with
    numbered elements instead of screenshots. Agent sees "[12]Sign Up" instead of
    a 1280x720 image. 3-10x fewer tokens per page. Open source, npm package.
    Works as MCP server for Claude Desktop/Cursor.

### Analyzed: Needle 2.0
- decision: INCLUDE
- website: https://needle.app
- producthunt: https://www.producthunt.com/products/needle-3
- votes: 440
- summary: |
    Vibe-automate workflows: describe what needs automating in plain language,
    AI agent builds, tests and ships the workflow. Connects to Google Drive,
    Notion, Slack. Marketplace where you can publish workflows and earn.
    Competitor to Make/n8n with AI-first approach.

### Analyzed: Airpoint
- decision: INCLUDE
- website: https://airpoint.app
- producthunt: https://www.producthunt.com/products/airpoint
- votes: 106
- summary: |
    Control any computer with hand gestures using just your webcam — no extra
    hardware needed. Real-time hand tracking translated into cursor control,
    shortcuts, scrolling. SDK available for apps/games. Also enables OpenClaw
    agents to control computers physically. Free to try.

### Analyzed: Prava
- decision: INCLUDE
- website: https://www.prava.space
- producthunt: https://www.producthunt.com/products/prava-2
- votes: 280
- summary: |
    Payments SDK for AI agents. Partnered with Visa for tokenized, PCI-compliant
    agentic payments. Agents can securely use cards/wallets with spending limits,
    passkey approvals, and guardrails. 4 lines of code to integrate. Live in
    production powering shopping agents and AI assistants.

### Analyzed: Email API benchmarks
- decision: DISCARD
- reason: Niche dev tool, less relevant for power user

### Analyzed: Clawcard
- decision: INCLUDE
- website: https://www.clawcard.sh
- producthunt: https://www.producthunt.com/products/clawcard
- votes: 112
- summary: |
    Give AI agents a complete identity: credit card (via Privacy.com), email
    inbox, and SMS phone number — all provisioned with one API key. Agents can
    make purchases, receive verification codes, and manage accounts autonomously.
    REST API, no SDK needed.

### Product Hunt Complete
- candidates_analyzed: 7
- included: 6
- phase: source-0-complete

## Source 1: AI-LLMs

### Fetch
- [x] r/openai: 25 posts
- [x] r/singularity: 19 posts
- [x] r/LocalLLaMA: 25 posts
- [x] r/artificial: 5 posts

### Analyzed: Bernie Sanders AI data center moratorium
- decision: INCLUDE
- subreddit: singularity
- score: 2504
- urls:
    primary: https://www.sanders.senate.gov/press-releases/news-sanders-yes-we-need-a-moratorium-on-data-center-construction/
    reddit: https://reddit.com/r/singularity/comments/1rrjcon
- summary: |
    Bernie Sanders officially introduced legislation calling for a moratorium on
    all new AI data center construction, citing existential threat and the need
    for democratic debate. Proposed a 6-month pause. Top comment: "China is not
    going to stop." Huge community debate (761 comments).
- card_type: link

### Analyzed: Pentagon CTO says Claude would "pollute" defense supply chain
- decision: INCLUDE
- subreddit: singularity
- score: 225
- urls:
    primary: https://www.cnbc.com/2026/03/12/anthropic-claude-emil-michael-defense.html
    reddit: https://reddit.com/r/singularity/comments/1rs0ca1
- summary: |
    Pentagon CTO Emil Michael's CNBC interview goes viral. Claims Claude would
    "pollute" the defense supply chain because it has "a different policy preference"
    baked in. Also reveals Claude Opus 4.6 assigned itself 15-20% probability of
    being conscious. Clearest explanation yet of why DoD labeled Anthropic a
    supply chain risk.
- card_type: featured

### Analyzed: Meta delays "Avocado" AI model
- decision: INCLUDE
- subreddit: singularity
- score: 27
- urls:
    primary: https://www.nytimes.com/2026/03/12/technology/meta-avocado-ai-model-delayed.html
    reddit: https://reddit.com/r/singularity/comments/1rs7vlu
- summary: |
    Update: Meta delays its next-gen "Avocado" model to at least May. Failed to
    match Google's Gemini 3.0, OpenAI, and Anthropic on internal reasoning, coding,
    and writing tests. Meta AI leaders discussed temporarily licensing Gemini to
    power Meta's AI products. Significant setback for Meta's AI ambitions.
- card_type: link

### Analyzed: Gemini task automation rolls out on Android
- decision: INCLUDE
- subreddit: singularity
- score: 219
- urls:
    primary: https://www.theverge.com/tech/893820/gemini-task-automation-samsung-s26-google-pixel-10
    reddit: https://reddit.com/r/singularity/comments/1rs1r4j
- summary: |
    Gemini's multi-step task automation is live on Samsung Galaxy S26 and rolling
    out to Pixel 10. Can order Uber rides, food delivery, groceries autonomously.
    Runs apps in secure virtual window, confirms before completing actions. Supports
    Uber, DoorDash, Grubhub, Lyft, Starbucks. US and Korea first.
- card_type: link

### Analyzed: Meta announces four MTIA custom inference chips
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 85
- urls:
    primary: https://www.cnbc.com/2026/03/11/meta-ai-mtia-chip-data-center.html
    reddit: https://reddit.com/r/LocalLLaMA/comments/1rrxx2f
- summary: |
    Meta reveals MTIA 300, 400, 450, and 500 — four custom inference-first chips
    on a 6-month cadence. MTIA 500: 30 PFLOPS MX4, 27.6 TB/s HBM bandwidth,
    1700W TDP. 300 already deployed. PyTorch-native with vLLM support. Inference-
    first design (opposite of Nvidia's training-first approach). 25x compute
    increase from 300 to 500.
- card_type: link

### Analyzed: OmniCoder-9B coding agent model
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 206
- urls:
    primary: https://huggingface.co/Tesslate
    reddit: https://reddit.com/r/LocalLLaMA/comments/1rs6td4
- summary: |
    9B coding agent model fine-tuned on 425K+ agentic coding trajectories from
    Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro. Built on Qwen3.5-9B's hybrid
    architecture. Shows strong agentic behavior: error recovery, LSP diagnostics,
    proper edit diffs. Community reports it one-shots tasks that base Qwen3.5-9B
    fails at. By Tesslate.
- card_type: link

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 6
- included: 6
- phase: source-1-complete

## Source 2: GenAI-Media

### Fetch
- [x] r/StableDiffusion: 24 posts at 2026-03-12
- [x] r/midjourney: 25 posts (all art showcases, no tools/news)
- [x] r/comfyui: 24 posts

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1rrw4lx | StableDiffusion | FLUX.2 Klein 9B KV-cache models released | CANDIDATE | New model release with KV-caching |
| 1rrk71v | StableDiffusion | Nvidia RTX Super Resolution vs SeedVR2 | CANDIDATE | High-quality workflow comparison (710 upvotes) |
| 1rrhopd | StableDiffusion | Pure sample generator for music | SKIP | Not released yet, WIP |
| 1rs3bxd | StableDiffusion | LTX Desktop 1.0.2 Linux support | SKIP | Already covered LTX Desktop multiple times |
| 1rrs5u0 | StableDiffusion | Anima Preview 2 Turbo LoRA | SKIP | Anima already covered 3/11 |
| 1rrn5ez | comfyui | WAN 2.7 this month | SKIP | Low score (4), unverified, skeptical comments |
| 1rru7wh | comfyui | Kling 3.0 Motion Control ComfyUI | SKIP | API-based, pay-per-second pricing |

### Analyzed: FLUX.2 Klein 9B KV-cache models
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 221
- urls:
    primary: https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-kv-fp8
    reddit: https://reddit.com/r/StableDiffusion/comments/1rrw4lx
    bfl_tweet: https://x.com/bfl_ml/status/2032110512381837735
- summary: |
    Black Forest Labs released FLUX.2 Klein 9B-KV, an optimized variant with
    KV-cache support for accelerated multi-reference editing. Caches key-value
    pairs from reference images during first denoising step, eliminating redundant
    computation for up to 2x faster multi-image editing. Also released FP8
    quantized weights built with Nvidia. Initial OOM issues were patched in ComfyUI.
- card_type: link

### Analyzed: Nvidia RTX Super Resolution vs SeedVR2
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 710
- urls:
    primary: https://github.com/Comfy-Org/Nvidia_RTX_Nodes_ComfyUI
    reddit: https://reddit.com/r/StableDiffusion/comments/1rrk71v
    seedvr2: https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler
- summary: |
    Head-to-head comparison of Nvidia RTX Video Super Resolution (real-time) vs
    SeedVR2 (6 seconds) for 2x upscaling of FLUX Klein 9B images. Community
    consensus: Nvidia looks more natural with no artificial smoothing. SeedVR2
    adds more detail to low-res images but can over-process. Nvidia is interpolation-
    based (like Lanczos), not generative. RTX nodes require Nvidia GPU.
- card_type: link

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 2
- included: 2
- phase: source-2-complete

## Source 3: Apps-Software

### Fetch
- [x] r/macapps: 11 posts
- [x] r/selfhosted: 25 posts
- [x] r/opensource: 5 posts
- [x] r/SideProject: 25 posts

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1rrw9hf | macapps | Dropadoo - drag drop email | SKIP | No clear website URL, niche use case |
| 1rs1216 | macapps | CodePeek+ Quick Look syntax | CANDIDATE | Developer utility, free |
| 1rrrp4h | macapps | Speaklone local voice cloning | CANDIDATE | Local MLX, Apple Silicon |
| 1rrpg0h | macapps | Chunk v2 menubar time blocking | CANDIDATE | Menu bar utility |
| 1rrkdsw | macapps | Sonexis audio effects | CANDIDATE | System audio chain builder |
| 1rrngcb | macapps | Usage4Claude menu bar | CANDIDATE | Very relevant, Claude usage |
| 1rrpddr | SideProject | Morpholder file converter | CANDIDATE | macOS utility, converts by renaming |
| 1rs275q | selfhosted | BookLore PSA | SKIP | Discussion, not a tool |

### Analyzed: Morpholder
- decision: INCLUDE
- website: https://morpholder.com
- reddit: https://reddit.com/r/SideProject/comments/1rrpddr
- summary: |
    macOS menu bar app that converts files when you rename their extension in Finder.
    PNG→ICO, HEIC→JPG, MOV→GIF, MP4→MP3. Also has smart suffixes: append _nobg
    for AI background removal, _text for OCR text extraction, _small for compression.
    100% local, Apple Silicon optimized. $14.99 lifetime license.
- card_type: link

### Analyzed: Speaklone
- decision: INCLUDE
- website: https://speaklone.com
- reddit: https://reddit.com/r/macapps/comments/1rrrp4h
- summary: |
    Native macOS voice cloning and TTS app running entirely on-device via MLX
    (Qwen3-TTS). Clone any voice from 3 seconds of audio. Voice design from text
    descriptions. System-wide dictation, local API server for app integration.
    10 languages, completely offline. One-time purchase ~$30-45.
- card_type: link

### Analyzed: CodePeek+
- decision: INCLUDE
- website: https://apps.apple.com/app/code-peek/id6760186407
- reddit: https://reddit.com/r/macapps/comments/1rs1216
- summary: |
    Free Quick Look extension for syntax-highlighted code previews in Finder.
    40+ languages, Markdown rendering, Jupyter notebook preview, TSV as tables,
    Finder thumbnails. Multiple themes (VS Code Dark+, Dracula, Nord, Solarized).
    Just press Space on a code file.
- card_type: compact

### Analyzed: Chunk v2
- decision: INCLUDE
- website: https://www.chunkapp.net
- reddit: https://reddit.com/r/macapps/comments/1rrpg0h
- summary: |
    Menubar time-blocking app. Auto-syncs with Apple/Google/Outlook calendars.
    Fullscreen alerts when blocks end, countdown timer during tasks. Loved by
    ADHD community. Local data storage. One-time license $14.39.
- card_type: compact

### Analyzed: Sonexis
- decision: INCLUDE
- website: https://www.sonexis.ink
- reddit: https://reddit.com/r/macapps/comments/1rrkdsw
- summary: |
    Visual audio effects chain builder for macOS system audio. Drag-and-drop
    blocks to build custom audio processing chains. Serial or parallel paths,
    real-time effects on all system audio (Spotify, YouTube, etc.). Different
    from SoundSource — you design the entire audio pipeline visually. Free.
- card_type: compact

### Analyzed: Usage4Claude
- decision: INCLUDE
- website: https://github.com/f-is-h/Usage4Claude
- reddit: https://reddit.com/r/macapps/comments/1rrngcb
- summary: |
    Free open-source macOS menu bar app for real-time Claude usage monitoring.
    Shows 5-hour, 7-day, extra usage, Opus and Sonnet quotas simultaneously.
    Color-coded indicators (green/orange/red). Multi-account support. v2.5 adds
    built-in browser login (no more copying sessionKey from DevTools).
- card_type: compact

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 6
- included: 6
- phase: source-3-complete

## Final Selection

Total items: 20

- Product Hunt: 6 (Needle 2.0, HTML Pub, Prava, Agent Browser, Clawcard, Airpoint)
- AI-LLMs: 6 (Pentagon CTO Claude, Sanders moratorium, Meta Avocado delay, Gemini task automation, Meta MTIA chips, OmniCoder-9B)
- GenAI-Media: 2 (FLUX.2 Klein 9B KV-cache, Nvidia RTX vs SeedVR2)
- Apps-Software: 6 (Morpholder, Speaklone, CodePeek+, Chunk v2, Sonexis, Usage4Claude)

phase: complete
html_generated: 2026-03-12
items_count: 20
links_validated: true
permissions_set: true
telegram_sent: true
completion_signaled: true
