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Open-source GPTZero alternative. Zero dependencies, works offline. imgur.com GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - atripati/ark: AI Runtime Kernel — a context operating system for AI agents. Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. GitHub - nowork-studio/toprank: Open-source Claude Code skills for SEO, SEM, Google Ads GitHub - tacomanator/sash: Lightweight macOS menu bar app for reliably cycling through windows of the current application. Appents | Social Media Management for Product-First Teams GitHub - pnhoang/youtube-spam-blocker: Automatically detects and hides spam messages in YouTube Live chat. Set rate limits, keyword filters, and block repeat offenders. 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GitHub - Frytskyy/deflect-one: Deflect One. Agentless DevOps command center for Linux infrastructure - monitoring, attack defense, AI assistance (optional). One Python file, SSH only.
whitemanv · 2026-04-28 · via Hacker News: Show HN

v0.78 - AuthSentinel: Multi-Protocol Authentication Intelligence + Enhanced ServerCard UX + First-Run Onboarding

Agentless DevOps command center for your entire Linux infrastructure - from one terminal. No agents. No cloud. No SaaS. Just SSH access - and Deflect One turns that into a complete operations platform: server monitoring, active attack detection, file management, deployments, and more. AI support is available as an optional add-on.

No agents to install on servers. No cloud. No SaaS. Just SSH access - and Deflect One turns that into a complete operations platform.

From server health monitoring to active attack detection, from deployment orchestration to natural-language command execution via built-in AI - Deflect One combines DevOps observability, cybersecurity response, and LLM-powered decision support into a single, self-contained Python file.

Beta - actively developed.


Main Dashboard

Main Dashboard


Features

Real-Time Infrastructure Monitoring

CPU, RAM, disk, network I/O, Docker containers, MySQL/PostgreSQL/Redis - across unlimited servers simultaneously. Async-native coroutine pool, near-zero overhead.

Cross-Host Process Monitor DB Monitor Connections Viewer


Active Attack Detection & Defense

Live attack radar: malicious IPs, geo-location, timeline. Manages UFW/iptables rules. Defense mode executes bans, restarts, and rate limits autonomously within your policy.

Firewall Manager Firewall Manager - Rules Ban IP


AuthSentinel - Multi-Protocol Authentication Intelligence

Unified surveillance across SSH, sudo, databases, mail, FTP, and web panels. Live auth event stream with anomaly detection (brute force, credential stuffing, impossible travel, privilege escalation chains). Session activity forensics: SSH command history, live SQL queries, SMTP envelope inspection. Per-host auth health scoring. sshd hardening auditor with auto-fix. One-click P1 containment workflow: block IP → kill session → disable account → rotate credentials.

AuthSentinel - Live Event Feed AuthSentinel - Fleet Statistics AuthSentinel - Activity Heatmap


Enhanced Server Cards

Health score badges (0-100 with color gradient). Inline Docker container list with status navigation. Hostname pinned to card title. CPU/RAM trend arrows. Keyboard shortcuts and card reordering.


First-Run Onboarding & Host Management

Welcome screen on cold launch: demo mode, add host, or import from ~/.ssh/config. SSH config sync with credential write-back (backup included). Restore deleted hosts from 7-day archive.

User & Group Administration

Full Linux user and group management over SSH — create, edit, lock accounts, manage SSH keys, view active sessions and audit details. Safety guards prevent accidental self-lockout.

User & Group Administration User Details User Edit


Package & System Management

Full apt integration: view available updates, security patches, and install packages - across all hosts from one screen.

APT Update Manager APT Package Installer


Docker & Services

Manage containers, images, and systemd services without leaving the terminal.

Docker Manager Services Manager


File Manager

Dual-panel SFTP/SSH file manager - browse, upload, download, edit, copy files between hosts. Midnight Commander style.

File Manager


Log Aggregation & Journal Viewer

Cross-host regex log search and live journalctl tailing with 8 preset tabs.

Cross-Host Log Filtering Journal Viewer


Email Monitor

MTA queue monitoring, account overview, error rates - across all hosts.

Email Monitor Email Queue Manager


Fleet & Bulk Operations

Manage your entire server fleet: bulk DevOps commands, SSH key rotation, host management.

Host Fleet Manager Bulk Commands - Select Bulk Commands - Result Batch Rotate Keys


🔧 More Tools

Cron & systemd timer management, network reconnaissance, script runner, config export.

Cron Manager Network Recon Script Runner Tools Config Export


AI-Enhanced Autonomous Operations (experimental, optional)

Unified AI engine: Claude, GPT-4, Gemini, Mistral, Groq, LM Studio. Per-host LLM instructions enable background governance loops - "restart /home/bot1/BotService if /home/bot1/tests.log file is older than one day" - running 24/7 without you watching.

AI-Driven Operations AI SSH Session AI SSH Sample Host AI Settings AI Settings AI Stats


💬 Natural-Language Command Terminal

Ctrl+A → describe what you want in plain English → Deflect One translates to CLI/SSH/Bash and executes it.


Some fun

But why not?

Deflect key


Installation

# Install via pip
pip install deflect-one
deflect --demo    # demo mode, no SSH required
deflect           # real mode
# Or run directly without installing
pip install textual paramiko cryptography
python deflect.py --demo

Configure AI: F6 → 🤖 AI tab → choose provider → enter API key → Test Connection


Keyboard Shortcuts

Function Keys

Key Screen Notes
F1 Help All shortcuts, version, donate link
F2 SSH Shell Interactive paramiko shell · F8 AI Hints · F9 AI Command
F3 Log Tail Live journalctl/tail - 8 tabs: Journal · Auth · Nginx · Apache · Email · Fail2ban · UFW · Syslog
F4 Disk Usage Mount points with bar graphs + ETA to full, top-10 dirs
F5 Port Forwards SSH tunnel editor, live toggle per host ⚠️
F6 Settings General · Notifications · Security · 🤖 AI (provider, models, defense mode) ⚠️
F8 APT Upgrades Upgradable packages per host, OS/kernel info
F9 Fleet Manager All hosts, checkboxes, bulk ops, SSH key rotation, 🤖 AI Audit All

⚠️ Windows Terminal intercepts F5 and F6 - disable its system shortcuts to use them.

Infrastructure

Keys Screen Notes
Ctrl+B Network Connections ss -tnp, state filters, anomaly summary
Ctrl+D Docker Containers, images, resource usage · rename · add as host
Ctrl+E Env / Config Audit .env diff between hosts, SSH authorized_keys audit
Ctrl+F File Manager Dual-panel Local + SFTP (Midnight Commander style) - see below
Ctrl+G Git / Deployments Repos status (behind/ahead/dirty), pull, restart service
Ctrl+L Log Aggregation Cross-host regex grep, 5 presets, live results
Ctrl+M Email Monitor MTA queue depth, bounce rate, postfix/dovecot/exim errors
Ctrl+P Process Monitor Cross-host top, kill PID, OOM events
Ctrl+R Network Recon nmap/dig/whois/traceroute/curl via SSH, 11 presets
Ctrl+S Script Runner Library, inline editor, SSH/SFTP deploy, cron scheduling · 🤖 AI Generate
Ctrl+T Cron & Timers crontab + systemd timers, CRUD, bulk add
Ctrl+U Backup Monitor restic · borg · rclone · rsnapshot - last run, status
Ctrl+W Firewall UFW/iptables rules, add/delete, toggle UFW · 🤖 AI Audit → hardening wizard
Ctrl+Y Databases PostgreSQL · MySQL · Redis · MongoDB - connections, QPS, cache hit%
Ctrl+N Add Host New SSH host, per-host 🤖 AI instructions
Ctrl+O Edit Host Security config, all settings, 🤖 AI instructions for focused host

Security & AI

Keys Screen Notes
Ctrl+A 🤖 AI Chat Streaming conversation with full host context, command proposals
Ctrl+H Auth Sentinel Multi-protocol auth intelligence - SSH/sudo/DB/mail/FTP · [v0.78]
Ctrl+I 🤖 AI Stats Token usage by tier/day, provider info, 7-day breakdown
Ctrl+J User & Group Admin Linux users, groups, SSH keys, active sessions, user details · [v0.78]
Ctrl+K Secrets Vault View/edit encrypted secrets, export/import config with master password

Auth Sentinel (Ctrl+H) - tabs & keys

Tab Content
Tab 1 Live auth event feed · Active sessions · Threat summary
Tab 2 Fleet auth stats · Protocol breakdown · 24h×7d heatmap
Tab 3 sshd_config hardening auditor (CIS L1, auto-fix)
Tab 4 Mail abuse monitor (queue flood, bounce spike)

v SessionActivityInspector · c Containment workflow · t Incident timeline · b ban IP · a 🤖 AI Intel · l raw logs · s/f filter · h cycle hosts · r back to Attack Radar

File Manager (Ctrl+F) - keys

Tab switch panel · Ctrl+U swap panels · Alt+C quick CD · Ins/Space toggle select · ^A select all · \ deselect all
F2 rename · F3 view · F4 edit · F5 copy · F6 move · F7 mkdir · F8 delete
s create/edit symlink · Ctrl+Z attributes (chmod/chown/touch) · ^1/^2/^3 sort by name/size/date
Ctrl+D favourite locations · Transfer queue: P pause/resume · C cancel · Del clear done

Server Card shortcuts (when a card is focused) - [v0.78]

p Process monitor · d Docker container navigation (↑↓ select · Enter open · Esc exit)
o edit host · a toggle AI-controlled · m toggle maintenance · F2 SSH shell · f File Manager
Single-click focus · Double-click open Docker/Process · Ctrl+←/→/↑/↓ reposition card in grid


Compatibility

Runs on (your machine):
Linux · macOS (Intel + Apple Silicon) · Windows (Windows Terminal and Cmd) · WSL2
Any OS that runs Python 3.10+

Manages (remote servers):
Debian · Ubuntu - primary targets, fully tested
Fedora · CentOS · Arch · Alpine - works via SSH, not all features tested yet


Tech Stack

  • Python 3.10+ · Textual 8.x (TUI) · asyncio · paramiko (SSH)
  • cryptography - Fernet + PBKDF2 for HardwareVault
  • AI backends: anthropic · openai · google-generativeai · mistralai (all optional, experimental)

License

MIT License with Attribution Requirement.
Free for personal and commercial use. Attribution to vladonai.com/deflect required.


Created by Volodymyr Frytskyy (WhitemanV)