# Digest: 2026-03-27

## Status
phase: complete
updated: 2026-03-27
html_generated: 2026-03-27
items_count: 24
links_validated: true
permissions_set: true
telegram_sent: true
completion_signaled: true

---

## Previous Digests (Last 7 Days)

### 2026-03-21
- https://agent.lokuma.ai
- https://blogs.nvidia.com/blog/gtc-2026-news/
- https://github.com/alibaba-damo-academy/Lumos-Custom/tree/main/LumosX
- https://github.com/andreszs/ComfyUI-OpenPose-Studio
- https://github.com/Ebullioscopic/Atoll
- https://github.com/ikawrakow/ik_llama.cpp
- https://github.com/itskovacs/trip
- https://github.com/jpomykala/NotchPrompter
- https://github.com/microlinkhq/optimo
- https://resurf.so
- https://techxplore.com/news/2026-03-brain-nanoelectronic-device-ai-hardware.html
- https://vite.plus
- https://www.bleepingcomputer.com/news/security/trivy-vulnerability-scanner-breach-pushed-infostealer-via-github-actions/
- https://www.engadget.com/ai/openai-reportedly-plans-to-double-its-workforce-to-8000-employees-161028377.html
- https://www.producthunt.com/products/caplo
- https://appriseit.com/tools/url-builder/
- https://everest.us.com
- https://siliconfriendly.com

### 2026-03-22
- https://bench.silverstream.ai
- https://blog.barrack.ai/langflow-exec-rce-cve-2026-33017/
- https://code.claude.com/docs/en/scheduled-tasks
- https://finance.yahoo.com/sectors/technology/articles/exclusive-pentagon-adopt-palantir-ai-232821913.html
- https://futurism.com/artificial-intelligence/openai-ai-created-using-itself
- https://github.com/AkshayKrGupta/TwinPixCleaner
- https://github.com/ID-LoRA/ID-LoRA
- https://github.com/o-l-l-i/ComfyUI-Olm-SplineMask
- https://holdor.app
- https://huggingface.co/datasets/Hafftka/michael-hafftka-catalog-raisonne
- https://kreuzberg.dev
- https://wallspace.app
- https://www.context.dev
- https://www.edgee.ai/solutions/token-compression
- https://www.ft.com/content/7ffea5b4-e8bc-47cd-adb4-257f84c8028b
- https://www.minimax.io/news/minimax-m27-en
- https://x.com/ModelScope2022/status/2035652120729563290

### 2026-03-23
- https://alphaclaw.md
- https://apps.apple.com/us/app/textmine-text-to-data/id6754284922
- https://aptonic.com
- https://arxiv.org/abs/2603.05451
- https://chromewebstore.google.com/detail/honestly/mjnniilmpkfkkeadhkcdakibbpmpaehl
- https://claude.com/blog/dispatch-and-computer-use
- https://epoch.ai/frontiermath/open-problems/ramsey-hypergraphs
- https://github.com/dmunozv04/iSponsorBlockTV
- https://github.com/hamed-elfayome/Claude-Usage-Tracker
- https://github.com/lemker/unifi-os-server
- https://mimo.xiaomi.com/mimo-v2-pro
- https://nextcloud.com
- https://sherwood.news/tech/jensen-huang-lex-friedman-podcast-agi-timeline/
- https://tobira.ai
- https://www.anthropic.com/research/vibe-physics
- https://www.radioform.app
- https://www.yahoo.com/news/articles/chinas-open-source-dominance-threatens-120155957.html

### 2026-03-24
- https://arxiv.org/abs/2603.21986
- https://debugbase.dev
- https://devblogs.microsoft.com/typescript/announcing-typescript-6-0/
- https://futuresearch.ai/blog/litellm-pypi-supply-chain-attack/
- https://futurism.com/artificial-intelligence/betrayal-microsoft-openai
- https://getbookshelves.app
- https://getconsul.app
- https://github.com/GAIR-NLP/daVinci-MagiHuman
- https://github.com/Panonim/dynacat
- https://github.com/sw33tlie/macshot
- https://gramboapp.com
- https://huggingface.co/ai-sage/GigaChat3.1-702B-A36B
- https://huggingface.co/allenai/MolmoWeb-8B
- https://komo.do
- https://letsencrypt.org/2026/02/18/dns-persist-01.html
- https://research.google/blog/turboquant-redefining-ai-efficiency-with-extreme-compression/
- https://sparkvsr.github.io/
- https://themaestri.app
- https://variety.com/2026/digital/news/openai-shutting-down-sora-video-disney-1236698277/
- https://www.producthunt.com/posts/drift-ai
- https://www.producthunt.com/posts/replay-production-api-failures-locally
- https://www.tomsguide.com/ai/openai-just-killed-sora-as-company-readies-ipo-and-new-spud-model

### 2026-03-25
- https://app.lumalabs.ai
- https://apps.apple.com/app/id1586435171
- https://apps.apple.com/us/app/descent-cheap-flight-tracker/id6758267403
- https://apps.apple.com/us/app/photomate-photo-cleanup/id6755204209
- https://arcprize.org/arc-agi/3/
- https://blog.comfy.org/p/dynamic-vram-in-comfyui-saving-local
- https://claude.com/blog/auto-mode
- https://cronbox.sh
- https://flowershow.app
- https://github.com/Ender-Wang/EdgeMark
- https://github.com/imbue-ai/keystone
- https://linkwarden.app
- https://logibeam.com/spatialdock/
- https://quitty.iad1tya.cyou
- https://scrollpods.app
- https://www.investing.com/news/stock-market-news/china-bars-manus-cofounders-from-leaving-country-as-it-reviews-sale-to-meta-ft-reports-4578993
- https://www.producthunt.com/products/coddo
- https://www.theguardian.com/us-news/2026/mar/25/datacenters-bernie-sanders-aoc
- https://www.the-independent.com/tech/mark-zuckerberg-ai-ceo-bot-b2943792.html
- https://www.tomshardware.com/pc-components/gpus/intel-arc-pro-b70-and-arc-pro-b65-gpus-bring-32gb-of-ram-to-ai-and-pro-apps-bigger-battlemage-finally-arrives-but-its-not-for-gaming

### 2026-03-26
- https://9to5mac.com/2026/03/25/apple-blocks-app-store-updates-for-mac-app-replacing-launchpad-a-feature-it-no-longer-offers/
- https://breadcrumb.sh
- https://cohere.com/blog/transcribe
- https://edition.cnn.com/2026/03/26/business/anthropic-pentagon-injunction-supply-chain-risk
- https://github.com/ggml-org/llama.cpp/discussions/20969
- https://github.com/jentic/jentic-mini
- https://github.com/kubai087/lumno-extension
- https://github.com/terry90/soulbeet
- https://github.com/tonbistudio/turboquant-pytorch/pull/4
- https://huggingface.co/nvidia/gpt-oss-puzzle-88B
- https://littlebird.ai
- https://macnotch.com
- https://mistral.ai/news/voxtral-tts
- https://mokkit.co
- https://scrollpods.app
- https://slicer.dev
- https://viseron.netlify.app
- https://www.engadget.com/ai/openai-drops-plans-to-release-an-adult-chatbot-113121190.html
- https://www.producthunt.com/products/anvil-5

---

## Final Selection

Total items: 24

### Source 0: Product Hunt (6 items)

#### Item: Agentation
- card_type: ph
- urls:
    primary: https://www.agentation.com/
- title: Agentation
- tagline: Visual feedback tool for AI agents
- description: Works with Claude Code, Codex. Click UI elements, annotate, paste structured output. MCP integration. Free for individuals.
- votes: 363
- domain: agentation.com

#### Item: Stripe Projects
- card_type: ph
- urls:
    primary: https://projects.dev
- title: Stripe Projects
- tagline: Production-ready dev stack from CLI
- description: Provision hosting, databases, auth, AI, analytics from CLI. Sync credentials. Single billing through Stripe.
- votes: 167
- domain: projects.dev

#### Item: Noctiluca
- card_type: ph
- urls:
    primary: https://github.com/team-unstablers/SiriusProtocol
- title: Noctiluca
- tagline: Remote desktop for macOS on custom QUIC protocol
- description: Built on Sirius protocol (custom QUIC). HW-accelerated H.265/H.264, multi-display, SSH key auth. Free cross-platform clients. Open source protocol.
- votes: 108
- domain: github.com

#### Item: DashPane
- card_type: ph
- urls:
    primary: https://dashpane.com
- title: DashPane
- tagline: Lightning-fast window switcher for macOS
- description: Fuzzy search individual windows (not just apps). $4.99 one-time purchase.
- votes: 102
- domain: dashpane.com

#### Item: 1DevTool
- card_type: ph
- urls:
    primary: https://1devtool.com
- title: 1DevTool
- tagline: Multi-project IDE with persistent terminals
- description: Persistent tmux terminals, browser, API client, DB, AI agents. Shared context between tools.
- votes: 102
- domain: 1devtool.com

#### Item: Stakpak Autopilot
- card_type: ph
- urls:
    primary: https://stakpak.dev
- title: Stakpak Autopilot
- tagline: Open-source self-healing infra agent
- description: Rust binary. Watches apps, auto-fixes issues, escalates to humans. Cedar policy engine. Docker sandboxed.
- votes: 100
- domain: stakpak.dev

### Source 1: AI-LLMs (7 items)

#### Item: Anthropic "Mythos" / Capybara model leak
- card_type: featured
- urls:
    primary: https://fortune.com/2026/03/26/anthropic-says-testing-mythos-powerful-new-ai-model-after-data-leak-reveals-its-existence-step-change-in-capabilities/
- subreddit: singularity
- score: 1420
- description: Fortune exclusively reported that Anthropic accidentally left details of an unreleased model called "Claude Mythos" (also named "Capybara") in a publicly accessible CMS data store. ~3,000 unpublished assets were exposed. Anthropic spokesperson confirmed it represents "a step change" in performance. Dramatically higher scores on coding, reasoning, and cybersecurity benchmarks vs Opus 4.6.

#### Item: GLM-5.1 released
- card_type: link
- urls:
    primary: https://bigmodel.cn
- subreddit: LocalLLaMA
- score: 727
- description: Zhipu AI released GLM-5.1, scoring 94.6% of Claude Opus 4.6 on coding benchmarks. 744B total, 40B active MoE. 200K context, 128K output. Trained on Huawei Ascend chips. Weights releasing April 6-7.

#### Item: Judge blocks Pentagon's Anthropic supply chain risk designation
- card_type: link
- urls:
    primary: https://www.bbc.com/news/articles/cvg4p02lvd0o
- subreddit: artificial
- score: 252
- description: Update from yesterday's coverage. Federal Judge Rita Lin issued a 43-page ruling blocking the Pentagon's supply chain risk designation for Anthropic. Called it "classic illegal First Amendment retaliation."

#### Item: TurboQuant llama.cpp implementation
- card_type: link
- urls:
    primary: https://reddit.com/r/LocalLLaMA/comments/1s56g07/
- subreddit: LocalLLaMA
- score: 564
- description: Developer implemented TurboQuant for KV cache in llama.cpp. +22.8% decode speedup at 32K context on M5 Max.

#### Item: TurboQuant running Qwen on MacBook Air
- card_type: compact
- urls:
    primary: https://reddit.com/r/LocalLLaMA/comments/1s5kdu0/
- subreddit: LocalLLaMA
- score: 237
- description: Patched llama.cpp with TurboQuant to run Qwen 3.5-9B on MacBook Air M4 16GB with 20K context. Previously impossible.

#### Item: AI bots overtake humans on internet
- card_type: link
- urls:
    primary: https://www.cnbc.com/2026/03/26/ai-bots-humans-internet.html
- subreddit: singularity
- score: 173
- description: Human Security report: automated traffic grew 8x faster than human activity, AI-driven traffic surged 187% YoY.

#### Item: Unsloth Studio major update
- card_type: compact
- urls:
    primary: https://github.com/unslothai/unsloth
- subreddit: LocalLLaMA
- score: 221
- description: 50+ new features. Pre-compiled llama.cpp binaries for ~1min installs. 20-30% faster inference.

### Source 2: GenAI-Media (4 items)

#### Item: Matrix-Game 3.0
- card_type: link
- urls:
    primary: https://huggingface.co/Skywork/Matrix-Game-3.0
- subreddit: StableDiffusion
- score: 107

#### Item: LTX 2.3 real-time on RTX 4090
- card_type: link
- urls:
    primary: https://github.com/daydreamlive/scope
- subreddit: StableDiffusion
- score: 178

#### Item: LTX 2.3 audio fix
- card_type: compact
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1s50fji/
- subreddit: StableDiffusion
- score: 220

#### Item: ComfyUI-Darkroom
- card_type: compact
- urls:
    primary: https://reddit.com/r/comfyui/comments/1s4xdfz/
- subreddit: comfyui
- score: 64

### Source 3: Apps-Software (7 items)

#### Item: Droppy
- card_type: link
- urls:
    primary: https://getdroppy.app
- subreddit: macapps
- score: 209

#### Item: NOMAD
- card_type: link
- urls:
    primary: https://github.com/mauriceboe/NOMAD
- subreddit: selfhosted
- score: 596

#### Item: Homelable
- card_type: link
- urls:
    primary: https://github.com/Pouzor/homelable
- subreddit: selfhosted
- score: 752

#### Item: Free 750-page self-hosting guide
- card_type: link
- urls:
    primary: https://reddit.com/r/selfhosted/comments/1s51bg1/
- subreddit: selfhosted
- score: 1335

#### Item: Rangarr
- card_type: compact
- urls:
    primary: https://github.com/JudoChinX/rangarr
- subreddit: selfhosted
- score: 129

#### Item: Netfluss
- card_type: compact
- urls:
    primary: https://github.com/huangdi1978/netfluss
- subreddit: macapps
- score: 18

#### Item: Subscription Day
- card_type: compact
- urls:
    primary: https://subscriptionday.app
- subreddit: macapps
- score: 100
