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.automation/discord-link-ingest/interest-profile.md

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 # Discord Link Ingest Interest Profile
 
-Updated: 2026-06-28
+Updated: 2026-06-30
 Source: discrawl read-only analysis of Yuta/toymaker Discord messages.
 
 ## Author IDs considered
@@ -24,6 +24,13 @@ Use for sources that are central to one of these durable themes:
 - Developer tooling that changes Yuta's automation/dev workflow materially
 - Quality engineering, security, supply-chain, infra reliability for AI/software systems
 - Technical writeups with implementation details likely to be referenced later
+- Loop-engineering style agent operations: discovery, handoff, independent verification, persistence, scheduling, evaluator separation, and state/log design for autonomous jobs
+- AI-agent operator observability and control surfaces: monitoring multiple coding agents, local process/port/session visibility, rate-limit/context tracking, approval flows, and mobile/terminal dashboards for agent operations
+- Minimal, observable agent harnesses that expose context/session/tool/process state clearly, especially when they document trade-offs around provider abstraction, terminal/tmux workflows, sub-agents, MCP, permissions, or worktree-based isolation
+- Agent-oriented CLI/tool design that reduces model guesswork with CLI-owned usage guides, JSON-first output, actionable errors, search/read separation, stale-state metadata, safe defaults, and few flags
+- Code-to-knowledge and code-to-documentation systems that generate repo Wikis, C4 architecture views, diagrams, or durable onboarding material from source code, especially when they address documentation drift and review workflows
+- Agent identity/security standards and operational controls, especially MCP authorization, Cross App Access/XAA, least privilege, audit logs, and supply-chain risks around agents
+- Human-gated AI security workflows that reduce maintainer burden: vulnerability discovery, verification, patch drafting, responsible disclosure, release monitoring, and false-positive suppression before any report leaves the operator's workspace
 - Niche, exciting design/hack/Hacker News-like material, especially when it exposes an unusual technique, tool, interface, or way of thinking
 - Public-interest/public-sector technology, civic infrastructure, accessibility (a11y), inclusive design, and systems that make services more usable or equitable
 - Papers or research with clear relevance to LLMs, agents, evaluation, knowledge systems, automation, accessibility, or public-interest technology