Campfyrr vs GitHub Copilot Memory: agents that know the code vs sessions that know the team's calls
By Soumen Sarkar · October 2026
Comparison. If your problem is handing issues to agents and reviewing what comes back on GitHub, use Copilot with Agent HQ: its memory keeps the agents right about the code. If your problem is developers' own sessions breaking calls the team already made, use Campfyrr. Many teams on GitHub have both problems.
What are you trying to fix?
If your problem is handing issues to agents and reviewing what comes back on GitHub, use Copilot with Agent HQ. If it's developers' own sessions breaking calls the team already made, use Campfyrr. Many teams on GitHub have both.
- "I want to give agents issues and get pull requests back, all in one place." Copilot. Agent HQ's Mission Control assigns, steers and tracks Copilot, Claude and Codex agents, and their work arrives as draft pull requests for normal review (The New Stack).
- "The agents keep getting our codebase wrong." Copilot. Copilot Memory stores what its agents learn about a repository, each memory citing the code behind it and checked against the current code before use.
- "My developers' sessions keep undoing each other's decisions." Campfyrr. It records who decided what, and why, and briefs every developer's own session in Claude Code, Claude, Codex or Cursor while it works.
The same day, with each
Here's a scene, not a customer. Three developers and a PM build a shop. On Monday the PM settles a question from Ana's session: guest checkout stays, because first-time buyers should pay without signing up. On Tuesday Ben's session is tidying the checkout.
With Copilot. The lead starts the day in Mission Control and hands two issues to agents. Draft pull requests come back by the afternoon, and every agent commit links to its full session log (GitHub changelog). Copilot Memory keeps those agents right about the repository. But Ben works in Claude Code on his laptop, and Copilot Memory serves Copilot's own agents. It also stores facts and preferences about the code, not who decided something or what was assumed. Nothing tells Ben's session about Monday. It sees a guest path that looks unused and removes it. The reviewer can't tell whether that was meant. If they catch it, Ben spends the afternoon putting it back; if not, it ships.
With Campfyrr. Monday's answer was recorded as a decision, with the PM's name and the reason. The first time Ben's session edits the checkout, the hook adds what the team knows there: that decision, and Ana's work in progress next door. The session keeps the guest path. It assumes guest orders need no email receipt, and that assumption goes to the PM. She answers from a link: "correct it, they do." The answer reaches the agent at its next turn. At the end of the day she reads what changed in plain words, without a seat.
By evening, with Copilot, GitHub's agents did good work on the code. With Campfyrr, a call made by one person held in another person's session. See what a session gets.
When Copilot is the better choice
- You want agents run for you. Agent HQ assigns, steers and compares agents and turns their work into pull requests. Campfyrr runs no agents.
- Most of your agent work starts on GitHub. Campfyrr doesn't brief the agents you start from Agent HQ, so Copilot Memory is what reaches them.
- Facts about the code are what your agents miss. Every Copilot memory cites code and is checked before use (GitHub blog).
- You need the whole run behind a commit. Copilot keeps full session logs. Campfyrr keeps the reasons, not the transcript.
- You already pay for Copilot and one person makes most calls. Memory is in public preview, on by default for Pro and Pro+, and switched on by an admin for organizations (GitHub changelog).
What it costs
GitHub lists Copilot Business at $19 and Enterprise at $39 per user a month (GitHub docs). Agent use is metered in AI Credits since June 2026, and the plans page sends Business and Enterprise buyers to sales, so confirm with GitHub (GitHub plans). For 5 developers and 3 business teammates, Business is 5 times $19, which is $95 a month, or $152 if all 8 need Spaces, which take a Copilot license. The GitHub plan is billed on top (GitHub pricing).
Campfyrr Team is $9 per developer a month, minimum three ($7 billed yearly), and business teammates who read and answer are free. For the same team that's 5 times $9, which is $45 a month, and everything is free during early access (pricing). Add the cost of the agent your developers use.
The cost that matters more is who does what each day. Copilot Memory builds itself, but someone has to curate a Space, and someone reviews every agent pull request. Campfyrr needs no command: people answer the assumptions sent to them, from a link. It never takes your code (trust) and doesn't review code or run tests.
Verdict
Choose Copilot if your team hands issues to agents on GitHub and reviews their pull requests, and facts about the code are what the agents miss.
Choose Campfyrr if several people run their own sessions on one codebase and agents break decisions the team made, or don't know what a teammate is changing.
Use both if GitHub runs part of your agent work and your developers also run their own sessions. Copilot keeps the code facts; Campfyrr keeps the team's calls. For Claude Code's own memory, see Claude Code memory vs team memory, and every product in this space is in our research.
The problem this answers: Agents ignore team decisions: "Agents break team decisions, and CLAUDE.md doesn't help."
The principle behind this: Build on what's coming: Unfinished work is a promise, and a promise can be built on.
Move as one at agent speed. Nobody waits. Add Campfyrr to Claude: it briefs every agent before it touches the code, keeps assumptions and handoffs where the team can see them, and never takes your code (what it keeps).