Architecture

A gallery of system diagrams built in public, focused on adoption, automation, AI orchestration, and operational safety.

Last reviewed: March 2026

AI Job Radar - End-to-End Architecture

Animated
Telegram ATS/APIs SQLite LLM Orchestration Human-in-the-loop Quality Gates

Secure ingress -> discovery scan/probe/track -> segmented HITL tailoring -> deterministic quality gates -> artifact integrity + outputs -> outcome feedback + observability.

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AI Job Radar - Deep Dive (Ops + Safety)

Animated
Content Firewall Idempotency Atomic Writes Task Queue /status systemd

Production rails: prompt-injection defense, scan locks, WAL contention handling, approval gating, manifests/checksums, and traceability.

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Live Tooling Loop

Diagram
Git Safety Privacy Checks Determinism Operator Feedback

A compact map of how shell-guard, godot-secrets-scan, and state-sentinel fit the same runtime safety loop.

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