The Quell Blog

Field notes on agent-native feedback.

Notes from building a feedback product around coding agents: what worked, what was only a neat claim, and which boring design decisions mattered more than the model.

More posts

no token tax

No token tax: why Quell ships zero mandatory AI

If your team already pays for a coding agent, why should its feedback tool sell you another pile of tokens? The case for a deterministic feedback rail and flat seats.

Positioning manifestoJun 2026 · 7 min
trust-aware routing

Why feedback trust levels matter for safe agent automation

The dangerous sentence in agent software is "it can do this automatically". Trust levels answer the missing question: on whose authority?

Trust-model explainerJun 2026 · 8 min
Claude Code

How to give Claude Code access to user feedback

Claude Code can search your codebase. It still cannot see the bug report sitting in another inbox. Give it evidence through a read-only MCP connection first.

Setup guideJul 2026 · 7 min
feedback MCP

MCP server for user feedback: what your agent needs

The MCP connection is the easy part. What the agent gets when it calls get_context is what determines whether the connection is useful.

Buyer's guideJul 2026 · 8 min
agent-readable feedback

What to include in a bug report

What belongs in a bug report changes when a coding agent reads it. The six fields that matter for agent consumption, and why prose descriptions alone produce 'cannot reproduce'.

Practical guideJul 2026 · 7 min
vibe coding

The missing feedback loop in vibe-coded apps

AI builders have made shipping a v1 a matter of hours. The harder problem starts the day after: knowing what broke. Here is what the Observe step looks like.

GuideJul 2026 · 7 min
Claude Code

Closing the feedback loop in Claude Code and Cursor

Claude Code and Cursor handle the coding half. The feedback half is unsolved: knowing what broke after users touch the app. Here is how to close it.

Setup guideJul 2026 · 7 min
trust-aware routing

How to automate bug report triage without losing control

Bug report volume grows when you ship with AI. The answer is separating reports that already carry agent-level authority from reports that need a human to read them first.

Workflow guideJul 2026 · 7 min
AI coding agents

Feedback tools for AI coding agents: the category that search results miss

Search for a feedback tool that works with AI coding agents and you find code review tools. The category you actually need — user feedback to agent — is almost unclaimed.

Category explainerJul 2026 · 7 min
Claude Code

Feedback tool for Claude Code: what teams actually need

Most feedback tools were built with a human on the other end. Four things separate tools built for Claude Code teams from tools that added a webhook and called it agent-ready.

Buyer's guideJul 2026 · 7 min
agent-readable feedback

What your coding agent needs to fix a user-reported bug

A user writes one sentence. A coding agent needs console logs, network calls, and page state. Here is how to close the gap without asking the user to open DevTools.

GuideJul 2026 · 7 min
vibe coding

How to add user feedback to a Lovable or Bolt app

Lovable and Bolt make shipping a v1 fast. Add one script tag and your coding agent can read the console trace, network errors, and page URL attached to every bug report.

Setup guideJul 2026 · 7 min

Comparisons

Build with feedback your agents can read.

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