Public Digest Library · Vol. 2
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Tech digests short enough to scan.
Browse page 2 of the Snaplyze digest archive for developer tools, products, GitHub repos, and engineering ideas.
Page 2 of 9 · 216 digests in the archive
Google's Gemma 4 now fits under 1 GB on your phone
Gemma 4 E2B text-only fits under 1 GB on Android via Google's LiteRT-LM runtime — but the version you run in llama.cpp or Ollama downloads at ~3.2 GB. QAT (Quantization-Aware Training) integrates compression simulation ...
quantizationon-device-aillm
Archive Colleague Knowledge as AI Skills
colleague-skill hit 13,000 GitHub stars within two weeks of its March 30, 2026 launch, making it one of the fastest-growing entries in the Claude Code skills ecosystem. It is a Python tool that reads your colleague's Fe...
claude-codeai-skillsknowledge-preservation
Verify the released AlphaProof Nexus Lean proofs
You get 9 solved Erdős problems out of 353 attempted, plus 44 OEIS conjectures out of 492, with proofs checked by Lean. AlphaProof Nexus is a Google DeepMind formal proof-search system that asks Gemini 3.1 Pro-based age...
aiformal-methodslean
Mirofish: AI Swarm Predictor
You get a 64,722-star Python repo that tries to predict finance, politics, public opinion, and group behavior by simulating agent groups. MiroFish gives each agent a personality and memory, lets agents exchange or vote,...
aipythonopen-source
Open Notebook: Google NotebookLM's open-source alternative
Open Notebook has 26,029 GitHub stars, yet its maintainer says some operations still require internet access despite the README's "100% local" headline. You get a self-hosted NotebookLM-style research workspace with doc...
aiopen-sourceself-hosted
Postiz: A open-source social media scheduler
Despite 30,832 GitHub stars, Postiz's LinkedIn API integration broke in January 2026 when Microsoft deprecated their Marketing API version, and maintainers closed the issue as 'not planned' with no fix or timeline. Post...
open-sourcesocial-mediascheduling
Autocannon Node.js HTTP Benchmarking Tool
Autocannon can saturate a Node.js process around 41k req/sec in the README example, yet the same README warns the tool can hit 100% CPU before binary load generators. It is an HTTP/1.1 benchmarking CLI and library for N...
nodejsbenchmarkingload-testing
Pathway: Python ETL Framework for Streaming, RAG, and Real-Time Analytics
Pathway gives you 63,123 GitHub stars, but its free/community consistency guarantee stays at at-least-once while exactly-once sits in enterprise. It is a Python ETL framework for stream processing, real-time analytics, ...
pythonetlstreaming
Cosmos 3: NVIDIA's Omnimodal World-Model Family for Physical AI
A Reddit test ran Cosmos3-Super locally, but it needed an RTX PRO 6000 Blackwell 96GB, 128GB RAM, and 128GB temporary swap. Cosmos 3 is NVIDIA's omnimodal world-model family for Physical AI, combining autoregressive rea...
airesearchrobotics
SkillOpt: Microsoft’s AI Agent Skill Optimizer
SkillOpt reports best or tied-best results in 52 of 52 evaluated model, benchmark, and execution-mode cells. It trains a Markdown skill file for a frozen agent by running scored rollouts, proposing bounded edits, and ac...
aiagentsllm
CrowdSec: free blocklist costs your attack data
CrowdSec's community blocklist is not free if you want the full pool — non-contributing nodes get ~3,000 IPs in the 'Community Lite' tier, while the full shared intelligence requires contributing your attack telemetry t...
securityopen-sourcegolang
PrismML Bonsai Image 4B Explained
Bonsai Image 4B cuts the transformer from 7.75 GB in FP16 FLUX.2 Klein 4B to 1.21 GB in the ternary release. It is PrismML's local image-generation demo repo with setup scripts, model downloads, a FastAPI backend, a Nex...
aiimage-generationlocal-ai
MoneyPrinterTurbo: AI Short Video Generator from Prompts
MoneyPrinterTurbo has 67,531 stars, 9,765 forks, 52 contributors, and a release from 2026-05-28. It is a Python repo that turns a topic or keyword into a short video with script text, source material, TTS audio, subtitl...
aiopen-sourcepython
Carbon: HuggingFace's DNA Model That Runs on One GPU
Carbon-3B wins 3 of 7 zero-shot benchmarks against Evo2-7B while running on a single H100 at over 100,000 base pairs per second — but loses the other 4, including a 40-point native long-context retrieval gap (NIAH 0.55 ...
dnagenomicsbioinformatics
TimesFM: Forecast Any Data Without Training
On 8 univariate Darts benchmarks, TimesFM's zero-shot scaled MAE of 0.58 is worse than ARIMA's 0.52 — the paper's own Figure 2(b) shows classical methods still win in certain regimes. TimesFM is a 200M-parameter decoder...
time-seriesforecastingmachine-learning
RAVEN: Robust Aerial Visual Exploration with Navigation
RAVEN achieves 50.14% task Progress on 100 outdoor aerial navigation tasks across 10 simulation environments, beating the previous best method VLFM-3D by 68.5% relative — yet still fails half the time, and its LVLM-guid...
roboticsdroneautonomous-navigation
Teaching AI to show its work, not just get lucky
Standard RLVR training — the technique behind o1-style reasoning models — gives identical rewards to all correct outputs, even when the model reached the right answer by guessing or skipping logic steps. A new paper fin...
rlvrreinforcement-learningllm-training
Chain-of-Thought: The Prompt That Started It All
PaLM 540B jumped from 17.9% to 56.9% on GSM8K math word problems by adding intermediate reasoning steps to just 8 few-shot examples — beating a purpose-trained fine-tuned verifier at 55% with zero gradient updates. Chai...
prompt-engineeringllmchain-of-thought
Inbox Zero: AI-Powered Email Automation with a Catch
The 'open source' label on this 10,960-star email automation tool has a concrete catch: the modified AGPL v3 license requires any organization with 5 or more employees to buy an enterprise license before self-hosting fo...
aiemailopen-source
Documenso: a open-source e-signature platform
About 23% of Documenso signups come from document recipients, not paid acquisition — the signature itself pulls in new users. Documenso is a TypeScript e-signature platform you run on your own server, producing PAdES-co...
e-signatureopen-sourceself-hosted
Dograh: The Open-Source Vapi Alternative You Run on Your Own Server
Dograh shipped 4 releases in 10 days (v1.28–v1.31, May 11–21 2026) while 3 open security audit issues sit unpatched — quota enforcement fails open on exceptions, a WebSocket domain restriction is bypassable, and Twilio ...
voice-aiopen-sourcepython
Twenty: opensource CRM - Salesforce alternative
Twenty reached 46,321 GitHub stars with 632 contributors (github.com API, verified 2026-05-25) — the most-starred open-source CRM on GitHub by a factor of 8 over its nearest rival. It stores per-workspace schemas as met...
crmopen-sourcetypescript
Papermark: Self-Host a DocSend Alternative for Free
DocSend charges $250+/month for document-sharing analytics, but Papermark ships the same deal-room infrastructure as a self-hostable open-source project on a Next.js/PostgreSQL stack. You get page-by-page view tracking,...
open-sourcedocument-sharingnextjs
tldraw: A React SDK for Building Infinite-Canvas Apps
tldraw has 47,349 GitHub stars, but production use requires a license key. It is a TypeScript and React SDK for building infinite-canvas apps with a ready whiteboard interface. You get custom shapes, tools, bindings, UI...
typescriptreactcanvas
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