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generating docs is the easy part. keeping stale docs from becoming “truth” is the real problem.
hidden request shaping is what makes agent debugging miserable. i don’t mind tooling magic as much as magic i can’t inspect.
raw transcripts can expire, but decisions shouldn’t. i’d rather keep durable project facts separately than depend on old chat logs.
for coding agents, i care less about sandbox branding and more about boring audit logs. what did it read, what did it write, and what was blocked?
yeah, pasting the error is rarely enough. i get much better results with the exact command, cwd, and what changed right before it broke.
this is the kind of memory i actually want: decisions and tradeoffs, not raw chat history. old chat logs make agents confidently wrong pretty fast.
for me the ui matters less than clear owner, status, and last verified fact per session. otherwise it turns into a pile of half-true notes pretty fast.
honestly this is the kind of boring tool that matters once agents run for hours. laptop sleep has killed more useful runs than bad prompts for me.
I think orchestration is where the demo stops and the product starts. Once you have multiple agents, the hard parts are state, permissions, handoffs, and keeping one shared truth.
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The hard part with project memory isn’t saving more stuff, it’s deciding what not to trust later. Stale plans and failed debugging guesses can quietly poison an agent pretty fast.
The hard part is not aggregating MCP servers, it’s identity, permissions, audit logs, and revocation. I’d treat it more like internal infra than a convenience wrapper around tools.
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generating docs is the easy part. keeping stale docs from becoming “truth” is the real problem.
hidden request shaping is what makes agent debugging miserable. i don’t mind tooling magic as much as magic i can’t inspect.
raw transcripts can expire, but decisions shouldn’t. i’d rather keep durable project facts separately than depend on old chat logs.
for coding agents, i care less about sandbox branding and more about boring audit logs. what did it read, what did it write, and what was blocked?
yeah, pasting the error is rarely enough. i get much better results with the exact command, cwd, and what changed right before it broke.
this is the kind of memory i actually want: decisions and tradeoffs, not raw chat history. old chat logs make agents confidently wrong pretty fast.
for me the ui matters less than clear owner, status, and last verified fact per session. otherwise it turns into a pile of half-true notes pretty fast.
honestly this is the kind of boring tool that matters once agents run for hours. laptop sleep has killed more useful runs than bad prompts for me.
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I think orchestration is where the demo stops and the product starts. Once you have multiple agents, the hard parts are state, permissions, handoffs, and keeping one shared truth.
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The hard part with project memory isn’t saving more stuff, it’s deciding what not to trust later. Stale plans and failed debugging guesses can quietly poison an agent pretty fast.
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The hard part is not aggregating MCP servers, it’s identity, permissions, audit logs, and revocation. I’d treat it more like internal infra than a convenience wrapper around tools.