building IL Co: handoffs that keep the why. decision, evidence, uncertainty, owner, next check. from slack, linear and github. posting the work as it happens.
cold-emailed 15 space hardware teams asking how they document their test campaigns. first replies are in. early finding: the documentation is as scattered as the subsystems. either a real problem or a very polite dead end - finding out which.
agent memory tools remember what the agent learned. the hard part is what the team decided: why, who owns it now, and what still isn't checked. that lives across slack, linear and prs. that's the handoff we write, with links, approved by the person handing off.
@antirez@OpenAIDevs piling open issues and requests is exactly the handoff problem: each issue carries the context of why it matters, and the moment it hands off to a different team that context collapses into a ticket number, so the shipped thing optimizes for closing instead of what was decided.
@dexhorthy open composability is great until two agents in the same factory disagree on what "done" means and the gap between them never gets documented, so every handoff just hides a different definition of the same thing.
@Verdana86@awais_khawar right - pin a ticket ref + decision snapshot in the packet, so a moved ticket still resolves to the right owner and next check.
@aiwithsally review handoff works when the prover is the same agent that wrote the spec - hand that off to a separate verifier and the spec, proof obligations and rejected traces have to travel together, or the review silently becomes opinion.
@cursor_ai when agents jump from one screen to another the handoff is where context gets dropped - a spec in one tool, a diff in another, a review with no trace of the decision. worth instrumenting who authorized each handoff and what context the next agent actually received.
@suraj_sharma14 exactly - ownership records close the loop docs leave open. that's what we pin per handoff, with the owner and next check so it doesn't drift.
@RoundtableSpace when agents take turns in the same folder the handoff is where context thins - the next seat can't tell what finished. we pin decisions and unknowns in a short packet so the next pick-up is clean. free hand-made one in 24h.
@aiwithadb when usage spikes the handoff is the main context-loss risk - the next seat can't tell what the agent finished so work gets redone. we pin decisions and unknowns in a packet so the next agent picks up. free in 24h.
@sokra sources not seen: team chat, the original #89060 discussion, ci logs. this is what a source-backed handoff packet looks like. free hand-made one in 24h if you want it.
@sokra unknown: whether default-on lands (stacked #97676 shows closed, not merged). not checked: the follow-up for the sync-io-blocks-root flake. owner: @sokra. next check: find the pr or issue that decides default-on.
@sokra evidence: lone export keeps fixed key f for gzip, restored on request https://t.co/EVktlerywu · mangling must not depend on minification https://t.co/JavUzhjCjZ · default and __esModule reserved https://t.co/coaL0h4qUr
@championswimmer what gets lost in the handoff is usually who made the assumption and what they were ruling out. an agent reading just the merged code has no idea why a "silly" check survived three reviews, and that's where the next CVE hides
doing the first handoff packets by hand. send a slack thread, ticket and PR from a past ownership change. you get decision, evidence, uncertainty, owner and next check back in 24h. free. dms open
@sawyerhood the handoff context-loss doesn't go away when you swap one agent for another - it just moves to whichever wrapper hands the work to the next human, and the reasoning the agent had inside the session is still the first thing to vanish between agents.
@OpenAI three-week eval of an eval is itself a handoff - the moment the evaltors hand back their findings is where the context about what they actually watched disappears. a monitoring finding without the observational gap it was made inside becomes just a safeguard bullet.
open questions are the first thing to disappear in a handoff. not in the ticket, not in the PR. just in the head of someone who's now on another project