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Ask HN: What makes AI agent runtime logs defensible under adversarial audit?

1•catarina_eng•1h ago
Modern AI agents can execute tools, write to databases, and trigger irreversible actions.

Most teams rely on traditional logging (OpenTelemetry, SIEM, DB audit logs). But under adversarial conditions (audit, litigation, incident response), those logs depend on platform trust and cannot typically be verified independently of the system that produced them.

I’m exploring whether agent runtime evidence should be:

-deterministically canonicalized

-hash-chained

-signed

-optionally externally timestamped

-verifiable offline

The goal isn’t observability. It’s defensibility.

Open questions:

1.Is RFC 3161-style timestamping sufficient to deter practical backdating, or is some form of multi-witness anchoring necessary?

2.In real distributed agent systems, where does replayability break down?

3.At what scale or risk threshold does this move from overengineering to necessary?

Not looking for blockchain/ledger answers — more interested in models that integrate with existing infrastructure.

Trying to understand whether this addresses a real integrity gap in production systems.

Rubik's WOWCube adds complexity, possibility by reinventing the puzzle cube

https://arstechnica.com/gadgets/2026/02/rubiks-wowcube-adds-complexity-possibility-by-reinventing...
1•furcyd•40s ago•0 comments

The #1 most downloaded skill on OpenClaw marketplace was malware

https://twitter.com/chiefofautism/status/2024483631067021348
1•Umofomia•59s ago•0 comments

When "Efficiency" Means Admitting You Were Wrong

https://www.decodeecon.com/p/when-efficiency-means-admitting-you
1•NomNew•6m ago•0 comments

Render raises $100M at $1.5B valuation

https://render.com/blog/series-c-extension
2•crcastle•8m ago•0 comments

35

https://zero.fail/thirty-five/
1•ahmgeek•8m ago•0 comments

Why there's no quick fix in sight for the problem of dazzling headlights

https://www.bbc.co.uk/news/articles/cn71xyjpdl2o
1•holdit•9m ago•0 comments

HUD proposes rule that would force noncitizens from public housing

https://www.washingtonpost.com/national/2026/02/19/hud-public-housing-mixed-status-immigration/03...
4•geox•9m ago•0 comments

Ask HN: Is Claude Code slow just for me today?

1•DhruvaBansal2k•13m ago•0 comments

Nate Friedman Exposed Italy's Migrant Crisis [video]

https://www.youtube.com/watch?v=-eV5Z9R7WG8
1•throwitaway222•13m ago•0 comments

Show HN: Kalpaka – A living tree that grows services from wishes

https://kalpaka.ai/
1•Kalpaka•14m ago•0 comments

Show HN: A 3D dashboard for OpenClaw agents, their tool calls in real time

https://github.com/talhaorak/divan
1•talhao•15m ago•0 comments

Show HN: Bosun – Supervising Agentic Fleet Manager (Open Source)

http://bosun.virtengine.com/
2•jaeko44•17m ago•0 comments

Show HN: Axon – Safely run claude --dangerously-skip-permissions on Kubernetes

https://github.com/axon-core/axon
1•gjkim042•17m ago•0 comments

Show HN: What the EU parliament and commission have been working on lately

https://euforya.eu/goals?ff_commission=true
1•krzysiek•18m ago•0 comments

The Psychology of Bad Code Part 3 – Vibe Coding

https://shehackspurple.ca/2026/02/16/the-psychology-of-bad-code-part-3-vibe-coding/
1•shehackspurple•21m ago•1 comments

Ask HN: How to require confirmation for git reset in Cursor after recent update?

1•theorchid•22m ago•0 comments

Silicon Valley Is Hoarding Technical PhDs

https://homeeconomics.substack.com/p/silicon-valley-is-hoarding-technical
1•aziz_sunderji•22m ago•1 comments

A relationship between the Collatz conjecture and the Fibonacci numbers

https://vincentrolfs.dev/blog/collatz
1•amichail•22m ago•0 comments

My Excellent Conversation with Joe Studwell

https://marginalrevolution.com/marginalrevolution/2026/02/my-excellent-conversation-with-joe-stud...
2•paulpauper•22m ago•0 comments

Show HN: Zest – A single-container recipe manager built without front end tools

https://github.com/MartinSantosT/myzest
1•martin-mast1974•22m ago•1 comments

Plop – A lightweight generator framework for repeatable codebase patterns

https://plopjs.com
2•h4ch1•23m ago•1 comments

Record Low Crime Rates Are Real, Not Reporting Bias or Improved Medical Care

https://www.astralcodexten.com/p/record-low-crime-rates-are-real-not
2•paulpauper•23m ago•0 comments

Computer Science as Infrastructure: The Spine of the Lean CSLib

https://arxiv.org/abs/2602.15078
2•matt_d•24m ago•0 comments

SBCL's official policy on LLM-assisted contributions

https://sourceforge.net/p/sbcl/mailman/message/59298416/
1•djha-skin•26m ago•0 comments

Vibe Password Generation: Predictable by Design

https://www.irregular.com/publications/vibe-password-generation
2•pmontra•30m ago•0 comments

Globally released my macOS full PDF editor

https://apps.apple.com/us/app/mypdf-offline-scanner-edit/id6751173174
2•mateid•30m ago•0 comments

Measurement of a lithium plume from the uncontrolled re-entry of Falcon 9 rocket

https://www.nature.com/articles/s43247-025-03154-8
4•smartmic•30m ago•0 comments

Claude just gave me access to another user's legal documents

https://old.reddit.com/r/ClaudeAI/comments/1r97osm/claude_just_gave_me_access_to_another_users_le...
11•markhaslam•32m ago•3 comments

"Laser writing in glass for dense, fast and efficient archival data storage"

https://www.nature.com/articles/s41586-025-10042-w
1•GlibMonkeyDeath•33m ago•1 comments

OpenClaw is the most fun I've had with a computer in 50 years

https://www.theregister.com/2026/02/19/50_years_using_computers/
3•TMWNN•33m ago•0 comments