This article provides a hands-on coding guide to explore nanobot, a lightweight personal AI agent framework. It details recreating core subsystems like the agent loop, tool execution, memory persistence, skills loading, session management, subagent spawning, and cron scheduling. The tutorial uses OpenAI’s gpt-4o-mini and demonstrates building a multi-step research pipeline capable of file operations, long-term memory storage, and concurrent background tasks. The goal is to understand not just how to *use* nanobot, but how to *extend* it with custom tools and architectures.
I looked all over the web for these specs (including the TAO site), so I am adding them here: - Display is 128x128 pixels in 24 bit color - USB interface is NOT a standard block file device (e.g. does not show up as a disk drive), but uses a proprietary i
This article details 12 command-line tools powered by eBPF for debugging and monitoring Linux systems, offering insights into kernel-level behavior with minimal overhead.
1. **bpftrace:** A high-level scripting language for on-demand kernel debugging.
2. **execsnoop:** Catches fleeting processes.
3. **opensnoop:** Identifies files processes are trying to open and any permission issues.
4. **tcplife:** Traces the duration of TCP sessions.
5. **gethostlatency:** Diagnoses DNS resolution delays.
6. **biotop:** Displays real-time disk I/O activity by process.
7. **biolatency:** Shows disk I/O latency histograms.
8. **tcpretrans:** Detects TCP retransmissions, indicating network issues.
9. **tcpconnect:** Traces outbound TCP connections.
10. **tcpaccept:** Traces inbound TCP connections.
11. **biosnoop:** Detailed view of block I/O operations.
12. **bpftool:** Inspects and debugs already running eBPF programs.
1. **bpftrace:** A high-level scripting language for on-demand kernel debugging.
2. **execsnoop:** Catches fleeting processes.
3. **opensnoop:** Identifies files processes are trying to open and any permission issues.
4. **tcplife:** Traces the duration of TCP sessions.
5. **gethostlatency:** Diagnoses DNS resolution delays.
6. **biotop:** Displays real-time disk I/O activity by process.
7. **biolatency:** Shows disk I/O latency histograms.
8. **tcpretrans:** Detects TCP retransmissions, indicating network issues.
9. **tcpconnect:** Traces outbound TCP connections.
10. **tcpaccept:** Traces inbound TCP connections.
11. **biosnoop:** Detailed view of block I/O operations.
12. **bpftool:** Inspects and debugs already running eBPF programs.
