# Digest: 2026-03-01

## Status
phase: complete
updated: 2026-03-01T12:30:00
html_generated: true
items_count: 18
links_validated: true
permissions_set: true
telegram_sent: true
completion_signaled: true

---

## Previous Digests (Last 7 Days)

### 2026-02-23
- https://www.anthropic.com/news/detecting-and-preventing-distillation-attacks
- https://www.cnbc.com/2026/02/23/ibm-is-the-latest-ai-casualty-shares-are-tanking-on-anthropic-cobol-threat.html
- https://openai.com/index/why-we-no-longer-evaluate-swe-bench-verified/
- https://seed.bytedance.com/en/seedream5_0_lite
- https://github.com/ace-step/ACE-Step-1.5
- https://huggingface.co/circlestone-labs/Anima
- https://github.com/zeroclaw-labs/zeroclaw
- https://skillforge.expert
- https://typeboost.ai
- https://siteline.ai
- https://callio.dev
- https://getseagull.com
- https://transmogrifyapp.com/
- https://foldersapp.dev/
- https://github.com/Kruszoneq/macUSB
- https://github.com/joelhawksley/timeframe
- https://github.com/Matszwe02/ytdlp_web_player

### 2026-02-24
- https://huggingface.co/Qwen/Qwen3.5-122B-A10B
- https://www.liquid.ai/blog/lfm2-24b-a2b
- https://techcrunch.com/2026/02/24/meta-strikes-up-to-100b-amd-chip-deal-as-it-chases-personal-superintelligence/
- https://time.com/7380854/exclusive-anthropic-drops-flagship-safety-pledge/
- https://www.anthropic.com/responsible-scaling-policy/roadmap
- https://www.cnbc.com/2026/02/24/anthropic-ai-hegseth-spying-defense.html
- https://scitechdaily.com/ai-reveals-unexpected-new-physics-in-the-fourth-state-of-matter/
- https://stitch.withgoogle.com/
- https://huggingface.co/fal/flux-klein-9b-virtual-tryon-lora
- https://adventurelog.app/
- https://github.com/booklore-app/booklore
- https://github.com/rana-gmbh/netfluss
- https://bazaar.it/
- https://dicta.to/
- https://lemonadepass.app/
- https://quilt.com/
- https://privacypuppet.com
- https://webmcp.link/

### 2026-02-25
- https://www.perplexity.ai/hub/blog/introducing-perplexity-computer
- https://www.inceptionlabs.ai/blog/introducing-mercury-2
- https://www.axios.com/2026/02/24/anthropic-pentagon-claude-hegseth-dario
- https://x.com/karpathy/status/2026731645169185220
- https://x.com/bfl_ml/status/2026401610809958894
- https://seed.bytedance.com/en/seedance2_0
- https://blog.google/innovation-and-ai/models-and-research/google-labs/flow-updates-february-2026/
- https://claude.com/blog/cowork-plugins-across-enterprise
- https://kilo.ai/kiloclaw
- https://lmstudio.ai/link
- https://livebench.ai
- https://opal.google
- https://github.com/pixlcore/xyops
- https://launchosapp.com
- https://tunaformac.com/
- https://mirrormask.app/
- https://vibepad.now/
- https://smartpic.store/

### 2026-02-26
- https://blog.google/innovation-and-ai/technology/ai/nano-banana-2/
- https://openai.com/index/introducing-gpt-realtime/
- https://www.axios.com/2026/02/26/anthropic-rejects-pentagon-ai-terms
- https://www.technology.org/2026/02/26/deepseek-locks-us-chipmakers-out-of-its-next-big-ai-model/
- https://nousresearch.com/hermes-agent/
- https://developer.nvidia.com/blog/open-source-ai-tool-upgrades-speed-up-llm-and-diffusion-models-on-nvidia-rtx-pcs
- https://github.com/nearai/ironclaw
- https://github.com/peteromallet/dataclaw
- https://quiver.ai/
- https://www.deltamemory.com/
- https://endowment.dev/
- https://dex.koi.security/
- https://www.natoma.run/
- https://www.yoyotools.com/
- https://tunejourney.com/
- https://floattube.uuphy.com/en/
- https://github.com/orellazri/laterfeed

### 2026-02-27
- https://openai.com/index/scaling-ai-for-everyone/
- https://www.axios.com/2026/02/27/anthropic-pentagon-supply-chain-risk-claude
- https://techcrunch.com/2026/02/26/jack-dorsey-block-layoffs-4000-halved-employees-your-company-is-next/
- https://code.claude.com/docs/en/remote-control
- https://code.mastra.ai
- https://maxclaw.ai
- https://github.com/deepseek-ai/DeepGEMM/commit/1576e95ea98062db9685c63e64ac72e31a7b90c6
- https://github.com/amd/sd-sandbox
- https://research.google.com/colaboratory/
- https://superset.sh
- https://www.helix-db.com
- https://shuru.run/
- https://octavo.pro/
- https://picshift.app
- https://lastroll.app/
- https://www.puco.ch
- https://www.togglepresent.app/
- https://github.com/Sir-Scuzza/gluetun-webui
- https://github.com/murtaza-nasir/speakr
- https://github.com/ttlequals0/MinusPod
- https://github.com/IronsideXXVI/Hacker-News
- https://github.com/bobbydd021-code/Lantern

### 2026-02-28
- https://www.ft.com/content/e3366881-0622-40a7-9c34-a0d82e3d573e
- https://fortune.com/2026/02/28/openai-pentagon-deal-anthropic-designated-supply-chain-risk-unprecedented-action-damage-its-growth/
- https://www.windowscentral.com/artificial-intelligence/cancel-chatgpt-movement-goes-mainstream-after-openai-closes-deal-with-u-s-department-of-war-as-anthropic-refuses-to-surveil-american-citizens
- https://claude.com/claude-in-excel
- https://unsloth.ai/docs/basics/unsloth-dynamic-2.0-ggufs
- https://arxiv.org/abs/2602.13517
- https://decrypt.co/359137/openai-google-anthropic-ai-models-nuclear-weapons-war-simulations
- https://developers.googleblog.com/en/on-device-function-calling-in-google-ai-edge-gallery/
- https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union-2.1
- https://github.com/Comfy-Org/ComfyUI/discussions/12699
- https://capjs.js.org/
- https://www.cmux.dev/
- https://theorql.com/
- https://lumentodo.com/
- https://rocketshare.app/
- https://keeperculling.com/
- https://theodorehq.com/solace/
- https://github.com/Portabase/portabase
- https://github.com/calibrain/shelfmark

---

## Source 0: Product Hunt

### Product Hunt Complete
- candidates_analyzed: 6
- included: 5
- phase: source-0-complete

### Analyzed: Notra (268 votes)
- decision: INCLUDE
- website: https://www.usenotra.com/
- producthunt: https://producthunt.com/posts/notra
- votes: 268
- summary: Turns your dev work into marketing content. Connects to GitHub, auto-generates blog posts, changelogs, and social media content from your commits and PRs.

### Analyzed: OpenFang (191 votes)
- decision: INCLUDE
- website: https://www.openfang.sh/
- github: https://github.com/RightNow-AI/openfang
- votes: 191
- summary: Open-source Agent OS written in Rust. Single ~32MB binary, Apache-2.0 licensed. Orchestrates AI agents with built-in tool calling, memory, and sandboxed execution.

### Analyzed: BU / Browser Use (125 votes)
- decision: INCLUDE
- website: https://browser-use.com/
- votes: 125
- summary: Autonomous AI agents that can control browser and terminal. 78K+ GitHub stars. Build agents that navigate websites, fill forms, extract data, and run terminal commands.

### Analyzed: Octrafic (120 votes)
- decision: INCLUDE
- website: https://octrafic.com/
- github: https://github.com/Octrafic/octrafic-cli
- votes: 120
- summary: CLI-first API testing tool. MIT licensed, written in Go. Send requests, chain them, and assert responses — all from the terminal. Alternative to Postman/Insomnia for CLI users.

### Analyzed: IndieBar (8 votes)
- decision: INCLUDE
- website: https://indiebar.app/
- votes: 8
- summary: macOS menu bar revenue tracker. One-time $19.99. Connects to Stripe, RevenueCat, and Google Analytics. See your revenue at a glance without opening dashboards.

### Analyzed: buildarc (5 votes)
- decision: SKIP
- reason: Too niche, low votes, unclear value proposition

---

## Source 1: AI-LLMs

### AI-LLMs Complete
- subreddits_fetched: 4 (r/openai, r/singularity, r/LocalLLaMA, r/artificial)
- candidates_analyzed: 5
- included: 5
- phase: source-1-complete

### Analyzed: WSJ: U.S. Strikes Use Anthropic Claude (r/singularity 55 + r/LocalLLaMA 626)
- decision: INCLUDE
- urls:
    primary: https://www.wsj.com/livecoverage/iran-strikes-2026/card/u-s-strikes-in-middle-east-use-anthropic-hours-after-trump-ban-ozNO0iClZpfpL7K7ElJ2
    reddit: https://reddit.com/r/singularity/comments/1rhmbw9/
- card_type: featured
- summary: WSJ reports CENTCOM continued using Anthropic's Claude AI during airstrikes on Iran — hours after Trump ordered federal agencies to stop using Anthropic products. Dario Amodei revealed in CBS exclusive that military Claude models are 1-2 generations ahead of consumer versions, running on classified air-gapped infrastructure.

### Analyzed: The Atlantic: Pentagon Wanted Claude for Bulk US Surveillance (r/singularity 20)
- decision: INCLUDE
- urls:
    primary: https://www.theatlantic.com/technology/2026/03/inside-anthropics-killer-robot-dispute-with-the-pentagon/686200/
    reddit: https://reddit.com/r/singularity/comments/1ri22x9/
- card_type: link
- summary: Ross Andersen's Atlantic investigation reveals the Pentagon wanted Anthropic's Claude to analyze bulk data collected from Americans — including chatbot queries, Google searches, GPS movements, and credit card transactions. Anthropic refused, leading to the current standoff.

### Analyzed: Apple Neural Engine Reverse-Engineered (r/LocalLLaMA 510)
- decision: INCLUDE
- urls:
    primary: https://github.com/maderix/ANE
    blog: https://maderix.substack.com/p/inside-the-m4-apple-neural-engine
    reddit: https://reddit.com/r/LocalLLaMA/comments/1rhx5pc/
- card_type: link
- summary: Developer reverse-engineered Apple's Neural Engine private APIs to train neural networks directly on the ANE — bypassing CoreML and Metal entirely. Achieved training on a chip designed exclusively for inference. M4 Mac Mini ANE has 38 TFLOPS INT8 (19 TFLOPS FP16). Built collaboratively with Claude Opus 4.6.

### Analyzed: Qwen 3.5 Small Dense Breaking Today (r/LocalLLaMA 1178 + 181)
- decision: INCLUDE
- urls:
    primary: https://github.com/QwenLM/Qwen3.5
    reddit: https://reddit.com/r/LocalLLaMA/comments/1ri2irg/
- card_type: compact
- summary: Qwen 3.5 small dense variants dropping today. Community excited about 9B and 2B dense models joining the 27B/35B-A3B/122B-A10B family. Apache-2.0 licensed.

### Analyzed: Solaris: Multiplayer Video World Model (r/singularity 23)
- decision: INCLUDE
- urls:
    primary: https://solaris-wm.github.io/
    reddit: https://reddit.com/r/singularity/comments/1rhndnf/
- card_type: compact
- summary: Multiplayer video world model in Minecraft. Generates consistent first-person observations for two players simultaneously. Trained on 12.6M frames of coordinated gameplay.

---

## Source 2: GenAI-Media

### GenAI-Media Complete
- subreddits_fetched: 3 (r/StableDiffusion, r/midjourney, r/comfyui)
- candidates_analyzed: 3
- included: 3
- phase: source-2-complete

### Analyzed: ImageCritic CVPR 2026 (r/StableDiffusion 219)
- decision: INCLUDE
- urls:
    primary: https://github.com/HVision-NKU/ImageCritic
    reddit: https://reddit.com/r/StableDiffusion/
- card_type: link
- summary: CVPR 2026 paper for fixing inconsistencies in generated images. Uses reference images to detect and correct text errors, logo corruption, and element misplacement. HuggingFace demo available.

### Analyzed: LoRWeB by NVIDIA (r/StableDiffusion 5)
- decision: INCLUDE
- urls:
    primary: https://github.com/NVlabs/LoRWeB
    nvidia: https://research.nvidia.com/labs/par/lorweb/
- card_type: link
- summary: NVIDIA research project for visual analogy image editing. Provide 3 images showing a transformation + text instruction, and it applies the same edit to new images. Dynamically mixes LoRA adapters. Works with Flux.1-Kontext.

### Analyzed: Alive-Wan Audio-Video Generation (r/StableDiffusion 12)
- decision: INCLUDE
- urls:
    primary: https://github.com/anitman/Alive-Wan
- card_type: compact
- summary: Open-source audio-video generation built on Wan2.x. Joint Video & Audio DiT with Time-Aligned Cross-Attention for synchronized generation. Supports text-to-video+audio and image-to-video+audio.

---

## Source 3: Apps-Software

### Apps-Software Complete
- subreddits_fetched: 3 (r/macapps, r/selfhosted, r/opensource; r/SideProject rate-limited)
- candidates_analyzed: 5
- included: 5
- phase: source-3-complete

### Analyzed: PasteClip (r/macapps 41)
- decision: INCLUDE
- urls:
    primary: https://github.com/minsang-alt/PasteClip
- card_type: link
- summary: Free, open-source Paste alternative for macOS. Native Swift, uses SwiftData for local storage. Supports text, images, files. Quick access via global hotkey. GPL-3.0 licensed.

### Analyzed: LaunchMe (r/macapps 34)
- decision: INCLUDE
- urls:
    primary: https://launchmeapp.com/
- card_type: link
- summary: Launchpad replacement for macOS 26 Tahoe. Full-screen launcher with widgets, file search, clipboard manager, hot corners, customizable layouts, and Spaces for different contexts.

### Analyzed: Clamper (r/macapps 24)
- decision: INCLUDE
- urls:
    primary: https://github.com/validatedev/Clamper
- card_type: compact
- summary: Open-source menu bar spacing utility for macOS. Adjust pixel distance between icons, fine-tune padding, live preview. MIT licensed. Requires macOS 15+.

### Analyzed: Pixley Reader (r/macapps 15)
- decision: INCLUDE
- urls:
    primary: https://github.com/Applacat/PixleyReader
- card_type: compact
- summary: Native macOS markdown reader designed for AI tool output. Folder tree sidebar, 10+ themes, built-in AI chat via Apple Intelligence. Everything stays on-device.

### Analyzed: Sunwet (r/selfhosted 80)
- decision: INCLUDE
- urls:
    primary: https://github.com/andrewbaxter/sunwet
- card_type: link
- summary: Self-hosted file manager + graph database for organizing anything. Notes, music, photos, documents, emails, passwords. Uses RDF-like triples. Web UI with offline support and field data entry.

---

## Final Selection

Total items: 18

### Product Hunt (5)
1. Notra — Dev work to marketing content (268 votes)
2. OpenFang — Agent OS in Rust (191 votes)
3. BU — AI browser automation (125 votes)
4. Octrafic — CLI API testing (120 votes)
5. IndieBar — macOS menu bar revenue (8 votes)

### AI-LLMs (5)
1. FEATURED: WSJ: Claude used in Iran strikes hours after Trump ban
2. The Atlantic: Pentagon wanted Claude for bulk US citizen surveillance
3. Apple Neural Engine reverse-engineered for LLM training
4. Qwen 3.5 Small Dense variants dropping today (compact)
5. Solaris: Multiplayer video world model in Minecraft (compact)

### GenAI-Media (3)
1. ImageCritic (CVPR 2026) — Fix inconsistencies in generated images
2. LoRWeB by NVIDIA — Visual analogy image editing
3. Alive-Wan — Audio-video generation on Wan2.x (compact)

### Apps-Software (5)
1. PasteClip — Open-source Paste alternative
2. LaunchMe — Launchpad replacement for macOS 26
3. Clamper — Menu bar spacing utility (compact)
4. Pixley Reader — Markdown reader for AI output (compact)
5. Sunwet — Self-hosted organize anything

---
