+0.31 Show HN: Unfucked (unf) – a filesystem flight recorder that snapshots every save (www.unfudged.io S:+0.38 )
136 points by cyrusradfar 3 days ago | 85 comments on HN | Moderate positive Contested Product · v3.7 · 2026-02-28 11:12:29 0
Summary Privacy & Data Protection Acknowledges
UNF* is a filesystem flight recorder designed to prevent permanent loss of developer files through continuous, local-only version recording. The evaluation shows strong alignment with UDHR Articles 12 (privacy through local-only, no-telemetry implementation), 17 (property protection through file ownership preservation), and 30 (protection against destruction through point-in-time recovery). The product acknowledges human rights values primarily through technical design and practice rather than explicit advocacy.
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — Preamble P Article 1: +0.25 — Freedom, Equality, Brotherhood 1 Article 2: +0.25 — Non-Discrimination 2 Article 3: ND — Life, Liberty, Security Article 3: No Data — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: +0.15 — Legal Personhood 6 Article 7: +0.15 — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: +0.85 — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: +0.75 — Property 17 Article 18: +0.40 — Freedom of Thought 18 Article 19: +0.40 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: +0.25 — Social Security 22 Article 23: +0.25 — Work & Equal Pay 23 Article 24: +0.15 — Rest & Leisure 24 Article 25: +0.15 — Standard of Living 25 Article 26: +0.30 — Education 26 Article 27: +0.20 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: +0.15 — Duties to Community 29 Article 30: +0.80 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.31 Structural Mean +0.38
Weighted Mean +0.41 Unweighted Mean +0.34
Max +0.85 Article 12 Min +0.15 Article 6
Signal 16 No Data 15
Volatility 0.23 (Medium)
Negative 0 Channels E: 0.6 S: 0.4
SETL ℹ -0.12 Structural-dominant
FW Ratio ℹ 60% 49 facts · 32 inferences
Evidence 28% coverage ℹ
3H 8M 5L 15 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.25 (2 articles) Security: 0.00 (0 articles) Legal: 0.15 (2 articles) Privacy & Movement: 0.85 (1 articles) Personal: 0.57 (2 articles) Expression: 0.40 (1 articles) Economic & Social: 0.20 (4 articles) Cultural: 0.25 (2 articles) Order & Duties: 0.48 (2 articles)
HN Discussion 20 top-level · 17 replies
s0a 2026-02-26 22:09 UTC link
this seems insanely useful and well thought out. kinda surprised something like it doesn’t already exist. def useful in the age of agents
mplanck 2026-02-27 15:44 UTC link
Yep, I’ve needed something like this a few times. Even when trying to be careful to commit every step to a feature branch, I’ve still found myself asking for code fixes or updates in a single iteration and kicking myself when I didn’t just commit the damn thing. This will be a nice safety net.
rishabhaiover 2026-02-27 18:26 UTC link
haha the NSFW toggle is crazy
mpalmer 2026-02-27 18:53 UTC link
This is so cool to have made yourself. How would you compare this to the functionality offered by jujutsu? I love the histogram, it was the first sort of thing I wanted out of jujutsu that its UI doesn't make very easy. But with jj the filesystem tracking is built in, which is a huge advantage.
wazzaps 2026-02-27 20:05 UTC link
FYI all Jetbrains IDEs include this, as long as they are open on the codebase. It's called "Local history".
notfried 2026-02-27 20:39 UTC link
I love the website; the design, the video, the NSFW toggle, the simplicity.

I love the idea; definitely something I ran into a few times before and wish I had.

Unfortunately, I am not installing a closed-source daemon with access to the filesystem from an unknown (to me) developer. I will bookmark this and revisit in a few weeks and hope you had published the source. :)

ifh-hn 2026-02-27 21:00 UTC link
I have used fossil in a similar way, also local, and sqlite based. Admittedly you have to add files to it first but setting it running via cron was simple enough. Though it wasn't be ause I let an AI access all my stuff.
monster_truck 2026-02-27 21:02 UTC link
Where is the source? I'm not going to rely on or trust anything this important to code I can't read.
overcrowd8537 2026-02-27 21:25 UTC link
love the idea of this, but echoing others... closed source daemon with access to all files is a 100% non-starter.
ncr100 2026-02-27 22:29 UTC link
A useful idea!

Alternative - version files and catalog those versions (most of the work, with "Unfucked", appears to be catalog management), building it on top of a Versioning File System.

E.g. NILFS logging file system, logs every block-change (realtime)

more:

- NILFS https://en.wikipedia.org/wiki/NILFS

- topic https://en.wikipedia.org/wiki/Versioning_file_system

rusty-jules 2026-02-28 01:15 UTC link
This is a real problem! Sounds like you and dura landed on similar solutions: https://github.com/tkellogg/dura

Keep it up!

atmanactive 2026-02-28 01:51 UTC link
This would be great as aVSCode(ium) extension.
teo_zero 2026-02-28 07:01 UTC link
Excellent idea. Looking forward to trying it. Any way to install it without brew?
imiric 2026-02-28 07:23 UTC link
This is not something I would ever use. The idea of giving a probabilistic model the permission to run commands with full access to my filesystem, and at the very least not reviewing and approving everything it does, is bonkers to me.

But I'm amused by the people asking for the source code. You trust a tool from a giant corporation with not only your local data, but with all your data on external services as well, yet trusting a single developer with a fraction of this is a concern? (:

dpe82 2026-02-28 08:52 UTC link
ZFS snapshots can be used to similar effect, basically for free.
pasc1878 2026-02-28 09:14 UTC link
If this is on Homebrew then it is on macOS.

Why not just use TRime Machine?

mellosouls 2026-02-28 09:18 UTC link
Great idea, terrible name. Honestly this sort of stuff reinforces the idea tech types lack social skills and maturity. NB I'm fine with vulgarity in its place (UK Viz reader here), but potentially professional tools isn't that place. Edit: I notice the blueness seems to have been deprecated in naming.

+1 for the open source comments.

In your examples the framing of use cases against agent screw-ups is contemporary and well-chosen.

Best of luck with the project as you make it more useable.

gavinray 2026-02-28 09:21 UTC link
In today's version of "LLM's allow a person to write thousands of lines of code to replace built-in Unix tools":

  inotifywait -mr -e modify,create,delete /your/dir |
  while read _; do
    cd /your/dir && git add -A && git commit -m "auto-$(date +%s)" --allow-empty
  done
There are +8 billion people on the planet, computing has beed around a while now and some REALLY smart people have published tools for computers. Ask yourself, "am I the first person to try to solve this problem?"

Odds are, one or more people have had this problem in the past and there's probably a nifty solution that does what you want.

dataflow 2026-02-28 09:52 UTC link
Don't change-notification-based mechanisms suffer from potentially reading a half-written file? Or do you do something more clever?
sourcegrift 2026-02-28 11:04 UTC link
I use zfs 15-minute snapshot for this. Nixos+zfs makes this too easy
cyrusradfar 2026-02-27 17:18 UTC link
Thank you! That's great to hear.

I spent a bit of time being baffled nothing existed that does this. Then I realized that, until Agents, the velocity of changes wasn't as quick and errors were rare(er)

cyrusradfar 2026-02-27 19:02 UTC link
Ha, the only feedback I needed :) I spent far too much time on the Unicorn exploding properly...
cyrusradfar 2026-02-27 19:07 UTC link
I'm not a user, but I looked at the site and it looks like jj snapshots when you run a jj command. UNF snapshots continuously.

If an AI agent rewrites 30 files and you haven't touched jj yet, jj has the before-state but none of the intermediate states. UNF* captured every save as it happened, at filesystem level.

jj is a VCS. UNF is a safety net that sits below your VCS.

  - UNF* works alongside git, jj, or no VCS at all
  
  - No workflow change. You don't adopt a new tool, it just runs in the background
  
  - Works on files outside any repo (configs, scratch dirs, notes) as it doesn't require git.
They're complementary, not competing.

W.r.t. to the histogram, this is my fav feature of the app as well. Session segmentation (still definitely not perfect) creates selectable regions to make it easier, too. The algo is in the CLI as well for the Agent recap (rebuilding context) features.

its-kostya 2026-02-27 20:35 UTC link
I love to use the terminal, and I still do. But as much as I love to unfu*k my local nvim setup, I much rather pay a company to do it for me. Set up vim bindings inside jetbrains and everything comes with batteries included, along with a kick-ass debugger. While my colleagues are fighting opencode, I pointed my IDE at the correct MCP gateway and everything "just works" with more context.

Thought I'd share the data point to support jetbrains

popalchemist 2026-02-27 20:58 UTC link
Agreed on all counts. It looks great! Just can't trust it unless it's transparent.
heeen2 2026-02-27 20:59 UTC link
vscode and its forks as well (for files it saves)
gschrader 2026-02-27 21:17 UTC link
I think it only keeps history for user edited files, agent edited files don't seem to end up in it for me (Claude code) but maybe it works with other agents with the proper plugins I'm not sure.
cyrusradfar 2026-02-27 21:20 UTC link
Totally understandable.

I didn't open up the source for this as I have a mono-repo with several experiments (and websites).

Happy to open the source up and link it from the existing website.

I've started to have an Agent migrate it out, and will review it before calling it done. Watch https://github.com/cyrusradfar/homebrew-unf

Edit: You can download the current version now: https://github.com/cyrusradfar/homebrew-unf/archive/refs/tag...

cyrusradfar 2026-02-27 21:22 UTC link
OP here, responded to a similar concern here: https://news.ycombinator.com/item?id=47185781
cyrusradfar 2026-02-27 22:00 UTC link
OP here, responded on the topic: https://news.ycombinator.com/item?id=47185781
benoitg 2026-02-28 07:38 UTC link
One of the uses cases on their website is the agent deleted my .env file.

jj wouldn’t help with that as it would be gitignored.

cyrusradfar 2026-02-28 08:22 UTC link
what's your hardware/os?
cyrusradfar 2026-02-28 08:32 UTC link
OP here --

I could build an extension for the UI vs a Tauri app, and it could help you install the CLI if you don't have it. Would that meet your needs?

That said, the fidelity of OS-level daemon can't really be replicated from within an app process.

urbandw311er 2026-02-28 09:02 UTC link
I don’t think that’s as crazy as you do. Corporations are supposed to have checks and balances in place, safeguards, policies. Individuals might have none of these.
amadeuspagel 2026-02-28 09:38 UTC link
Only works in a git directory, and one might want to use git only for manual version control and another tool for automatic.
jona-f 2026-02-28 09:45 UTC link
Or btrfs for that matter. I'm doing something similar with btrfs. Used zfs for a while, but the external repositories kept getting out of sync with the distribtion kernel, so system updates required manual intervention. That annoyed the heck out of me over time. Switched back to btrfs, which has been working fine for the last year. 10 or so years earlier I still had data corruption and bugs with btrfs.
gavinray 2026-02-28 11:24 UTC link
This is happening so frequently I just wrote a blog about it to vent my frustration:

https://gavinray97.github.io/blog/llm-build-cheaper-than-sea...

My comment is not meant as a shallow dismissal of the authors work but rather what seems to be a growing, systemic issue
Editorial Channel
What the content says
+0.80
Article 12 Privacy
High Framing Practice
Editorial
+0.80
SETL
-0.30

Page explicitly emphasizes privacy protection: 'Local-only, always,' 'No cloud. Nothing leaves your machine,' 'No accounts. No telemetry. No network.' Privacy is a primary value proposition.

+0.80
Article 30 No Destruction of Rights
High Framing Practice
Editorial
+0.80
SETL
0.00

Core message of entire page is preventing destruction of files and work. Page emphasizes protecting against irreversible loss and destruction.

+0.70
Article 17 Property
High Framing Practice
Editorial
+0.70
SETL
-0.28

Page explicitly frames ownership and property protection: 'Your files, your machine,' 'Your AI agent just wiped your workspace.' Core messaging is about protecting developers' file ownership and intellectual property.

+0.40
Article 18 Freedom of Thought
Medium Practice
Editorial
+0.40
SETL
0.00

Protects freedom of thought and autonomous work by preventing unilateral overwriting by AI agents; developers maintain agency over their codebase

+0.40
Article 19 Freedom of Expression
Medium Practice
Editorial
+0.40
SETL
0.00

Supports freedom of expression through preservation of complete creative work history; maintains record of idea development and evolution

+0.30
Article 26 Education
Medium Practice
Editorial
+0.30
SETL
0.00

Page includes technical documentation ('Read the docs'), examples, and educational content about filesystem recovery and version management

+0.20
Article 1 Freedom, Equality, Brotherhood
Medium Practice
Editorial
+0.20
SETL
-0.17

Page positioning implies universal applicability across all developers without discrimination

+0.20
Article 2 Non-Discrimination
Medium Practice
Editorial
+0.20
SETL
-0.17

No discrimination criteria mentioned; tool applies uniformly to all users

+0.20
Article 22 Social Security
Medium Practice
Editorial
+0.20
SETL
-0.17

Free tool supports economic security of developers by protecting work from loss; removes economic barriers to data protection

+0.20
Article 23 Work & Equal Pay
Medium Practice
Editorial
+0.20
SETL
-0.17

Supports workers' right to work by removing fear of catastrophic data loss and enabling efficient, confident development

+0.20
Article 27 Cultural Participation
Medium Practice
Editorial
+0.20
SETL
0.00

Tool enables participation in creative and intellectual culture of software development by preserving creative work history

+0.10
Article 6 Legal Personhood
Low Practice
Editorial
+0.10
SETL
-0.14

Data preservation supports recognition of developer's work and creative output as part of identity

+0.10
Article 7 Equality Before Law
Low Practice
Editorial
+0.10
SETL
-0.14

Equal protection implied through uniform tool application and access

+0.10
Article 24 Rest & Leisure
Low Practice
Editorial
+0.10
SETL
-0.14

Indirectly supports rest and leisure by reducing work-related anxiety about data loss

+0.10
Article 25 Standard of Living
Low Practice
Editorial
+0.10
SETL
-0.14

Supports standard of living and health by reducing anxiety and stress from potential work loss

+0.10
Article 29 Duties to Community
Low Practice
Editorial
+0.10
SETL
-0.14

Tool respects community through open-source compatibility (respects .gitignore) and non-exploitative design

ND
Preamble Preamble

Preamble does not explicitly engage with human dignity rhetoric or UDHR values

ND
Article 3 Life, Liberty, Security

Right to life not engaged by product purpose or messaging

ND
Article 4 No Slavery

Slavery prohibition not relevant to filesystem recovery tool

ND
Article 5 No Torture

Torture and cruel treatment not addressed

ND
Article 8 Right to Remedy

Remedy for human rights violations not engaged

ND
Article 9 No Arbitrary Detention

Arbitrary arrest not relevant

ND
Article 10 Fair Hearing

Fair trial procedures not addressed

ND
Article 11 Presumption of Innocence

Criminal law presumptions not applicable

ND
Article 13 Freedom of Movement

Freedom of movement not addressed

ND
Article 14 Asylum

Right to asylum not relevant

ND
Article 15 Nationality

Nationality rights not addressed

ND
Article 16 Marriage & Family

Marriage and family rights not engaged

ND
Article 20 Assembly & Association

Freedom of assembly not relevant to filesystem tool

ND
Article 21 Political Participation

Democratic participation not addressed

ND
Article 28 Social & International Order

Social and international order not addressed
Structural Channel
What the site does
+0.90
Article 12 Privacy
High Framing Practice
Structural
+0.90
Context Modifier
ND
SETL
-0.30

Tool implements strict local-only storage via SQLite in ~/.unfudged/; no cloud sync, no remote transmission, no telemetry infrastructure, no network connectivity requirements

+0.80
Article 17 Property
High Framing Practice
Structural
+0.80
Context Modifier
ND
SETL
-0.28

Tool operationalizes property protection by: (1) maintaining complete ownership of files locally, (2) preventing permanent loss through version recovery, (3) enabling point-in-time file restoration before destructive events

+0.80
Article 30 No Destruction of Rights
High Framing Practice
Structural
+0.80
Context Modifier
ND
SETL
0.00

Tool operationalizes protection against rights destruction by: (1) preventing permanent file loss, (2) enabling recovery from any point in time, (3) maintaining immutable version history

+0.40
Article 18 Freedom of Thought
Medium Practice
Structural
+0.40
Context Modifier
ND
SETL
0.00

Tool enables developers to maintain autonomy by recovering state before unwanted changes; prevents forced modification of one's work

+0.40
Article 19 Freedom of Expression
Medium Practice
Structural
+0.40
Context Modifier
ND
SETL
0.00

Tool creates comprehensive audit trail of all file changes, preserving complete record of developer's creative output and revisions

+0.30
Article 1 Freedom, Equality, Brotherhood
Medium Practice
Structural
+0.30
Context Modifier
ND
SETL
-0.17

Tool enforces equal treatment of all files and users; no role-based or status-based access restrictions

+0.30
Article 2 Non-Discrimination
Medium Practice
Structural
+0.30
Context Modifier
ND
SETL
-0.17

Technical implementation treats all files and users identically; no discriminatory filters observed

+0.30
Article 22 Social Security
Medium Practice
Structural
+0.30
Context Modifier
ND
SETL
-0.17

Tool provides critical data protection infrastructure at no cost, supporting all developers' economic interests equally

+0.30
Article 23 Work & Equal Pay
Medium Practice
Structural
+0.30
Context Modifier
ND
SETL
-0.17

Tool enables developers to work more safely and efficiently by preventing permanent loss of work; supports occupational security

+0.30
Article 26 Education
Medium Practice
Structural
+0.30
Context Modifier
ND
SETL
0.00

Tool itself is educational; usage examples teach best practices for data protection and recovery

+0.20
Article 6 Legal Personhood
Low Practice
Structural
+0.20
Context Modifier
ND
SETL
-0.14

Tool preserves complete history of file creation and modification, maintaining authorial record

+0.20
Article 7 Equality Before Law
Low Practice
Structural
+0.20
Context Modifier
ND
SETL
-0.14

Tool provides equal protection against data loss for all developers

+0.20
Article 24 Rest & Leisure
Low Practice
Structural
+0.20
Context Modifier
ND
SETL
-0.14

Automated background monitoring reduces need for manual backup work and emotional burden

+0.20
Article 25 Standard of Living
Low Practice
Structural
+0.20
Context Modifier
ND
SETL
-0.14

Data protection infrastructure supports psychological well-being of developers

+0.20
Article 27 Cultural Participation
Medium Practice
Structural
+0.20
Context Modifier
ND
SETL
0.00

Version history and recovery mechanisms support documentation of creative development process

+0.20
Article 29 Duties to Community
Low Practice
Structural
+0.20
Context Modifier
ND
SETL
-0.14

Tool integrates respectfully with development communities; no predatory mechanisms

ND
Preamble Preamble

Product page structure is neutral regarding dignitarian principles

ND
Article 3 Life, Liberty, Security

Tool has no operational relationship to preservation of life

ND
Article 4 No Slavery

No servitude or forced labor mechanisms in product design

ND
Article 5 No Torture

No human harm mechanisms present

ND
Article 8 Right to Remedy

Tool provides technical remedies for data loss, not legal remedies

ND
Article 9 No Arbitrary Detention

No detention or arrest mechanisms present

ND
Article 10 Fair Hearing

No judicial processes involved

ND
Article 11 Presumption of Innocence

No criminal justice context

ND
Article 13 Freedom of Movement

No movement restrictions in tool design

ND
Article 14 Asylum

No asylum or refuge provisions present

ND
Article 15 Nationality

Tool has no geographic or nationality restrictions

ND
Article 16 Marriage & Family

No family-related functionality

ND
Article 20 Assembly & Association

No assembly or association mechanisms in tool design

ND
Article 21 Political Participation

No governance structures present

ND
Article 28 Social & International Order

Tool has no relationship to international order
Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality ℹ
How well-sourced and evidence-based is this content?
0.72 medium claims
Sources
0.7
Evidence
0.8
Uncertainty
0.7
Purpose
0.9
Propaganda Flags ℹ
3 manipulative rhetoric techniques found
3 techniques detected
appeal to fear
Opening: 'Your AI agent just wiped your workspace.' Multiple use cases emphasize catastrophic data loss scenarios. Fear-based problem framing drives solution adoption.
loaded language
Phrases: 'Your files, your machine,' 'You didn't commit,' 'Your AI agent just wiped your workspace.' Emotionally resonant possessive language emphasizes ownership and loss.
repetition
Repeated phrases: 'No commits required' (×2), 'Your files, your machine' (×2), 'Local-only, always,' core benefits repeated across sections
Emotional Tone ℹ
Emotional character: positive/negative, intensity, authority
urgent
Valence
+0.1
Arousal
0.7
Dominance
0.7
Transparency ℹ
Does the content identify its author and disclose interests?
0.67
✓ Author
More signals: context, framing & audience
Solution Orientation ℹ
Does this content offer solutions or only describe problems?
0.83 solution oriented
Reader Agency
0.8
Stakeholder Voice ℹ
Whose perspectives are represented in this content?
0.35 2 perspectives
Speaks: corporation
About: developersAI agents
Temporal Framing ℹ
Is this content looking backward, at the present, or forward?
present immediate
Geographic Scope ℹ
What geographic area does this content cover?
global
Complexity ℹ
How accessible is this content to a general audience?
moderate medium jargon domain specific
Longitudinal 993 HN snapshots · 57 evals
+1 0 −1 HN
Audit Trail 77 entries
2026-03-02 06:42 model_divergence Cross-model spread 0.41 exceeds threshold (3 models) - -
2026-03-02 06:42 eval_success Evaluated: Neutral (0.03) - -
2026-03-02 06:42 eval Evaluated by deepseek-v3.2: +0.03 (Neutral) 14,848 tokens -0.30
2026-03-02 02:54 eval_success Evaluated: Moderate positive (0.33) - -
2026-03-02 02:54 model_divergence Cross-model spread 0.41 exceeds threshold (3 models) - -
2026-03-02 02:54 eval Evaluated by deepseek-v3.2: +0.33 (Moderate positive) 13,958 tokens +0.28
2026-03-02 02:54 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 1R - -
2026-03-02 02:02 dlq_auto_replay DLQ auto-replay: message 97929 re-enqueued - -
2026-03-01 21:27 eval_success Evaluated: Neutral (0.04) - -
2026-03-01 21:27 model_divergence Cross-model spread 0.41 exceeds threshold (3 models) - -
2026-03-01 21:27 eval Evaluated by deepseek-v3.2: +0.04 (Neutral) 13,970 tokens -0.39
2026-03-01 17:16 eval_success Evaluated: Moderate positive (0.43) - -
2026-03-01 17:16 model_divergence Cross-model spread 0.41 exceeds threshold (3 models) - -
2026-03-01 17:16 eval Evaluated by deepseek-v3.2: +0.43 (Moderate positive) 13,788 tokens +0.43
2026-03-01 17:16 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 31R - -
2026-03-01 16:11 eval_success Evaluated: Neutral (-0.00) - -
2026-03-01 16:11 model_divergence Cross-model spread 0.41 exceeds threshold (3 models) - -
2026-03-01 16:11 eval Evaluated by deepseek-v3.2: -0.00 (Neutral) 15,190 tokens -0.24
2026-03-01 03:00 dlq_auto_replay DLQ auto-replay: message 97870 re-enqueued - -
2026-03-01 01:21 model_divergence Cross-model spread 0.41 exceeds threshold (4 models) - -
2026-03-01 01:21 eval_success Evaluated: Mild positive (0.24) - -
2026-03-01 01:21 eval Evaluated by deepseek-v3.2: +0.24 (Mild positive) 14,264 tokens +0.04
2026-02-28 20:38 dlq Dead-lettered after 1 attempts: Show HN: Unfucked (unf) – a filesystem flight recorder that snapshots every save - -
2026-02-28 20:38 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 20:17 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 19:03 dlq Dead-lettered after 1 attempts: Show HN: Unfucked (unf) – a filesystem flight recorder that snapshots every save - -
2026-02-28 16:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 15:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 15:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 13:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 12:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 12:53 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 12:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 11:12 eval Evaluated by claude-haiku-4-5-20251001: +0.41 (Moderate positive)
2026-02-28 10:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 10:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 08:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 08:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 08:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 08:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 07:42 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 07:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 07:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 06:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 06:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 06:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 06:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 06:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 06:15 eval Evaluated by deepseek-v3.2: +0.21 (Mild positive) 14,726 tokens
2026-02-28 06:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 05:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 05:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 05:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 05:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 04:51 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 04:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 04:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 03:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 03:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 03:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 03:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 03:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 02:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 02:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 02:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 01:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 01:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 01:51 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 01:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 01:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 01:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 01:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 01:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 01:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 01:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech tutorial, no rights stance
2026-02-28 00:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on human rights not applicable for tech product site
2026-02-28 00:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial stance on human rights not applicable for tech product site