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moyix
panda
C2014–2016
moyix / panda

panda

Deprecated repo for PANDA 1.0 – see PANDA 2.0 repository

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6Distinct people
9Mentions
0Explicit recommenders
108GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Deprecated repo for PANDA 1.0 – see PANDA 2.0 repository

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 8–Nov 15 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/15/2026, 8:03:49 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by month9 dated mentions

Observed mentions: 2014-07-04 18:14:48 UTC to 2016-10-01 02:27:39 UTC.

0122014-07-01 00:00:00 UTC to 2014-08-01 00:00:00 UTC (exclusive): 2 mentions; 0 submissions, 2 commentsJul 20142014-08-01 00:00:00 UTC to 2014-09-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2014-09-01 00:00:00 UTC to 2014-10-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2014-10-01 00:00:00 UTC to 2014-11-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2014-11-01 00:00:00 UTC to 2014-12-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2014-12-01 00:00:00 UTC to 2015-01-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2015-01-01 00:00:00 UTC to 2015-02-01 00:00:00 UTC (exclusive): 1 mentions; 1 submissions, 0 comments2015-02-01 00:00:00 UTC to 2015-03-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2015-03-01 00:00:00 UTC to 2015-04-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2015-04-01 00:00:00 UTC to 2015-05-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2015-05-01 00:00:00 UTC to 2015-06-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2015-06-01 00:00:00 UTC to 2015-07-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2015-07-01 00:00:00 UTC to 2015-08-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2015-08-01 00:00:00 UTC to 2015-09-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsAug 20152015-09-01 00:00:00 UTC to 2015-10-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2015-10-01 00:00:00 UTC to 2015-11-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2015-11-01 00:00:00 UTC to 2015-12-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2015-12-01 00:00:00 UTC to 2016-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-01-01 00:00:00 UTC to 2016-02-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-02-01 00:00:00 UTC to 2016-03-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-03-01 00:00:00 UTC to 2016-04-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-04-01 00:00:00 UTC to 2016-05-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-05-01 00:00:00 UTC to 2016-06-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-06-01 00:00:00 UTC to 2016-07-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-07-01 00:00:00 UTC to 2016-08-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-08-01 00:00:00 UTC to 2016-09-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-09-01 00:00:00 UTC to 2016-10-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2016-10-01 00:00:00 UTC to 2016-11-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsOct 2016

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Jul 20142014-07-01 00:00:00 UTC2014-08-01 00:00:00 UTC202
Aug 20142014-08-01 00:00:00 UTC2014-09-01 00:00:00 UTC000
Sep 20142014-09-01 00:00:00 UTC2014-10-01 00:00:00 UTC000
Oct 20142014-10-01 00:00:00 UTC2014-11-01 00:00:00 UTC000
Nov 20142014-11-01 00:00:00 UTC2014-12-01 00:00:00 UTC000
Dec 20142014-12-01 00:00:00 UTC2015-01-01 00:00:00 UTC101
Jan 20152015-01-01 00:00:00 UTC2015-02-01 00:00:00 UTC110
Feb 20152015-02-01 00:00:00 UTC2015-03-01 00:00:00 UTC000
Mar 20152015-03-01 00:00:00 UTC2015-04-01 00:00:00 UTC000
Apr 20152015-04-01 00:00:00 UTC2015-05-01 00:00:00 UTC101
May 20152015-05-01 00:00:00 UTC2015-06-01 00:00:00 UTC000
Jun 20152015-06-01 00:00:00 UTC2015-07-01 00:00:00 UTC101
Jul 20152015-07-01 00:00:00 UTC2015-08-01 00:00:00 UTC101
Aug 20152015-08-01 00:00:00 UTC2015-09-01 00:00:00 UTC000
Sep 20152015-09-01 00:00:00 UTC2015-10-01 00:00:00 UTC000
Oct 20152015-10-01 00:00:00 UTC2015-11-01 00:00:00 UTC000
Nov 20152015-11-01 00:00:00 UTC2015-12-01 00:00:00 UTC101
Dec 20152015-12-01 00:00:00 UTC2016-01-01 00:00:00 UTC000
Jan 20162016-01-01 00:00:00 UTC2016-02-01 00:00:00 UTC000
Feb 20162016-02-01 00:00:00 UTC2016-03-01 00:00:00 UTC000
Mar 20162016-03-01 00:00:00 UTC2016-04-01 00:00:00 UTC000
Apr 20162016-04-01 00:00:00 UTC2016-05-01 00:00:00 UTC000
May 20162016-05-01 00:00:00 UTC2016-06-01 00:00:00 UTC000
Jun 20162016-06-01 00:00:00 UTC2016-07-01 00:00:00 UTC000
Jul 20162016-07-01 00:00:00 UTC2016-08-01 00:00:00 UTC000
Aug 20162016-08-01 00:00:00 UTC2016-09-01 00:00:00 UTC000
Sep 20162016-09-01 00:00:00 UTC2016-10-01 00:00:00 UTC000
Oct 20162016-10-01 00:00:00 UTC2016-11-01 00:00:00 UTC101

What Hacker News says

1 sources
kragen·Nov 2, 2015
Michael Elizabeth Chastain became the maintainer of the Linux ioctl list in the early days because he wanted his mec-replay tool to be able to work, and ioctls were a fly in the ointment — each ioctl has its own idea of how to interpret the arguments, and may end up accessing user memory in some complicated way. Record-and-replay tools like mec-replay, rr, https://github.com/moyix/panda, and http://velvetpulse.com/2012/11/27/scribe-the-deterministic-t... need to be able to intercept that access in order to record the relevant data. Edit: of course, I should have mentioned that doesn't apply to PANDA — by recording events at a non-system-call interface, PANDA avoids the problems of system-call emulation and instead has the problems of hardware emulation. I imagine PANDA will be a heck of a lot more useful for debugging new bare-metal oper
Read the rest
ating systems. The publisher regrets the error. Time-travel debugging and deterministic replay is such a fundamentally important feature, and it can expand our capabilities in many different ways that we're only starting to explore. Debugging is just one possible application; consider also exhaustive testing of error conditions, re-execution of optimistic transactions that hit a write conflict, temporal backtracking search over executions, data prevalence (though it doesn't solve the schema upgrade problem), and deterministic building. And remember that the hardest problem for reverse-mode automatic differentiation is figuring out how to "run the program backwards" in order to find the gradient of the output; deterministic replay strategies are directly applicable to this problem and therefore to generalized gradient descent. It's a shame that mec-replay fell by the wayside 20 years ago. Surely we won't let that happen this time. http://www.boutell.com/lsm/lsmbyid.cgi/001191 https://static.lwn.net/1999/0121/a/mec.html Much to my surprise, you can still download mec-replay 0.3 from 1995, although you'd probably need to build a Linux 1.3 kernel to run it with: ftp://ftp.shout.net/pub/users/mec/misc/mec-0.3.tar.gz
In Back to the Futu-Rr-e: Deterministic Debugging with Rr

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