The Daily Index — Monday, October 19, 2026

Repositories, courses and useful tools

Resources & Tools

TLDR Dev · Tool

DEEPSEEK SEARCH & FETCH

DeepSeek's Search and Fetch APIs give agents and RAG applications live search results and web pages converted to Markdown. Both use standard DeepSeek API keys and cost $0.75 per 1,000 successful requests, with empty results, failures, and timeouts excluded from billing.

api-docs.deepseek.com

TLDR Dev · Tool

SPHINX

Sphinx pauses pushes to protected branches and quizzes developers on what agent-written code does, including failure scenarios. A separate reviewer reads the diff without seeing the development chat, explains incorrect answers, and asks a new scenario before allowing the push. It supports existing coding agents and configurable model endpoints, with a logged bypass for skipped checks.

sphinx-six-theta.vercel.app

TLDR Dev · GitHub repository

RAKAZO

Rakazo is an open-source, self-hosted AI assistant for running persistent bots with their own memory, routines, and conversations. Bots can use browsers, terminals, files, and desktop interfaces, with your choice of model and local or hosted computer environments. The project is in beta and offers web, desktop, and mobile clients.

github.com

TLDR Dev · Tool

LLM INFERENCE ON THE APPLE NEURAL ENGINE

MacPaw's tests of LFM2.5-2.6B across three Macs found Neural Engine inference used 2.6 to 3.4 times less energy than MLX 8-bit with speculative decoding on typical requests, while long contexts benefited from splitting work with the GPU.

research.macpaw.com

TLDR InfoSec · GitHub repository

CVE INTEL

CVE Intel is a Rust-based triage tool that queries 25 sources, including NVD, EPSS, CISA KEV, and Shodan, in parallel and returns a single 0 to 100 patch-priority score for a CVE, IP, hash, domain, or dependency list. It runs as a Tauri desktop app, CLI, REST API, or MCP server, and its built-in llama.cpp model explains findings locally by default. Teams can also integrate it into CI to fail builds on vulnerable dependencies or rank scanner output using real exploitation signals rather than CVSS alone.

github.com

TLDR InfoSec · GitHub repository

SSHAMBLE

SSHamble is a tool for testing SSH implementations that includes: interesting attacks against authentication, post-session authentication attacks, pre-authentication state transitions, authentication timing analysis, and post-session enumeration.

github.com

TLDR Design · Tool

AI-NATIVE PROTOTYPES ON REAL IPHONES

AI-native prototyping on real iPhones. Build with Claude Code or Codex, hit Publish, and anyone can open it natively from a link in the free Prototo app.

prototo.app

TLDR Design · Tool

CREATIVE PHOTO EDITOR FOR SOCIAL MEDIA POSTS

Make photo dumps, carousels, stories, and videos with stickers, text bubbles, mockups, and AI, right in your browser.

dump.cam

TLDR Design · Tool

A PRACTICAL REFERENCE FOR UI COMPONENTS ACROSS DESIGN SYSTEMS

A practical guide to UX components — what they are, when to reach for them, and when to choose something else instead.

ux-components.com

TLDR Founders · Tool

SYNC REAL-TIME STRIPE DATA TO POSTGRES WITH STRIPE DATA PIPELINE

Stripe Data Pipeline's public preview backfills selected Stripe tables into your Postgres database and keeps them updated within seconds without custom sync code, with free access to get started.

stripe.com

TLDR Founders · Tool

CODE REVIEW IS NOW GENERALLY AVAILABLE

Claude Team and Enterprise organizations can now use automatic reviews of new GitHub pull requests, with most reviews finishing in 6 to 10 minutes according to Anthropic.

claude.com

TLDR Founders · Tool

3AM SUPER INTELLIGENCE

Diagnose production incidents, validate fixes, and resolve issues directly through Slack.

3am.si

TLDR Data · GitHub repository

TABPFN

TabPFN is a foundation model trained on synthetic datasets that performs classification and regression on new tabular data without training a separate model for each dataset.

github.com

TLDR DevOps · GitHub repository

CLI-ANYTHING

CLI-Anything is a tool that converts software with a codebase into command-line interfaces for AI agents. The project currently supports 18 applications, including GIMP, Blender, and LibreOffice, with 2,461 passing tests. Users can install the CLI-Hub package manager to browse and deploy these community-built CLIs.

github.com