Reasoning.Services
Your AI validates bad decisions. These tools challenge them.
Reasoning.Services launched on June 7, 2026 with 5 votes, #2,466 of 22,647 launches that month and more than 75% of that year's launches.
What it does
Most AI tools inject a system prompt the model can ignore. Ours bind the agent to stages it has to walk — and leave a record of what was considered. Four MCP tools. Four failure modes your AI misses: → Structured Reflection — break agent loops → Sequential Thinking — no skipping steps → Context Switcher — multiple perspectives → Decision Matrix — weighted, scored, defensible Works with Claude Code, Cursor, Windsurf, Copilot.
MCP tools that make your AI stop, reason in stages, and show its work before it commits you to the wrong thing. Multi-step cognitive frameworks — sequential thinking, structured reflection, decision matrix, and more — as MCP servers.
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AI Designer MCPApr 2026 · aidesigner.ai · ▲89Give your agent tools to create beautiful, codebase-aware UI


Subtle Failure Modes I Keep Seeing in Production‑Grade AI Systems2025 · github.com · ▲6Hi HN, Over the past two years I’ve built and debugged a fair number of production pipelines—mainly retrieval‑augmented generation stacks, agent frameworks, and multi‑step reasoning services. A pattern emerged: most incidents weren’t outright crashes, but silent structural faults that slowly compromised relevance, accuracy, or stability. I began logging every recurring fault in a shared notebook. Colleagues started using the list for post‑mortems, so I turned it into a small public reference: 16 distinct failure modes (semantic drift after chunking, embedding/meaning mismatches,…
AI Code Review ToolkitAug 2026 · logi2.gumroad.com · ▲1Catch what Claude Code, Cursor & Copilot miss in PRs
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