ORGCOMPUTERS

Git remembers what changed. Nothing remembers why.

Every AI agent conversation has real reasoning buried in it: why a design was picked, what got tried and rejected, what a benchmark actually showed. Right now all of that stays locked to whoever ran it, even if their own Cursor or Claude history remembers it forever. Handoff makes it something your whole company can reuse instead of relearn.

git stores auth.ts changed
handoff stores we rejected JWT because of replay attacks, tried OAuth instead, the benchmark showed a 30% slowdown, revisit after customer X launches
What becomes possible
The problem, concretely

An agent gives a wrong answer in production. Someone traces it back, finds the cause, fixes it. But the whole exchange, the reasoning included, happens in a private message only they can see.

DMkshitij & pricing-agent
K
Kshitij9:14 AM
why did the pricing agent quote USD instead of AED on the Marina Heights lead?
AG
pricing-agent9:14 AM
the instructions I was given never specified a currency, so I defaulted to USD
K
Kshitij9:16 AM
fixed it on my end, haven't told anyone yet
Nobody else on the team can see this thread. The next person who hits the same bug starts from zero.
Handoff makes it shared

The exact same reasoning, but it lives on the company's server instead of a private inbox. Anyone can find it, learn from it, or pick it up where it left off, becoming institutional memory instead of tribal knowledge that leaves when a person does.

#prod-incidents
K
Kshitij9:14 AM
why did the pricing agent quote USD instead of AED on Marina Heights?
AG
pricing-agent9:14 AM
the instructions I was given never specified a currency, so I defaulted to USDroot cause
M
Maya2 days later
hit the same thing on the Downtown lead, updating the instructions for every agent now
Fix applied org-wide · now used by 6 other agents
Searchable by anyone on the team. Useful long after the day it happened.
How it plugs in

Handoff installs as a lightweight plugin inside the agents your team already uses: Cursor, Claude Code, or your own. Every thread it runs gets mirrored to Handoff's server automatically, no new tool to learn.

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