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KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•1m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•3m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•saikatsg•3m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•3m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
2•archb•5m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•6m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•7m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•7m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•12m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
3•dragandj•13m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•14m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•15m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•16m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•17m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•19m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•19m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•20m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•20m ago•0 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•22m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•23m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•24m ago•0 comments

Autism Incidence in Girls and Boys May Be Nearly Equal, Study Suggests

https://www.medpagetoday.com/neurology/autism/119747
1•paulpauper•25m ago•0 comments

Wellness Hotels Discovery Application

https://aurio.place/
1•cherrylinedev•25m ago•1 comments

NASA delays moon rocket launch by a month after fuel leaks during test

https://www.theguardian.com/science/2026/feb/03/nasa-delays-moon-rocket-launch-month-fuel-leaks-a...
1•mooreds•26m ago•0 comments

Sebastian Galiani on the Marginal Revolution

https://marginalrevolution.com/marginalrevolution/2026/02/sebastian-galiani-on-the-marginal-revol...
2•paulpauper•29m ago•0 comments

Ask HN: Are we at the point where software can improve itself?

1•ManuelKiessling•29m ago•2 comments

Binance Gives Trump Family's Crypto Firm a Leg Up

https://www.nytimes.com/2026/02/07/business/binance-trump-crypto.html
1•paulpauper•30m ago•1 comments

Reverse engineering Chinese 'shit-program' for absolute glory: R/ClaudeCode

https://old.reddit.com/r/ClaudeCode/comments/1qy5l0n/reverse_engineering_chinese_shitprogram_for/
1•edward•30m ago•0 comments

Indian Culture

https://indianculture.gov.in/
1•saikatsg•33m ago•0 comments

Show HN: Maravel-Framework 10.61 prevents circular dependency

https://marius-ciclistu.medium.com/maravel-framework-10-61-0-prevents-circular-dependency-cdb5d25...
1•marius-ciclistu•33m ago•0 comments
Open in hackernews

Show HN: Spine – Verifiable audit logs with BLAKE3 and Ed25519

https://github.com/EulBite/spine-oss
2•mattiaaleo•2w ago
I've been working on a question that kept coming up in audits: How do you actually prove that logs haven’t been modified after the fact?

Most logging stacks (Splunk, Datadog, ELK) are great for analytics, but when auditors ask “how do you prove integrity?”, the answer is usually vague or procedural.

Spine answers this using cryptographic audit logs that can be verified offline, without trusting the logging system itself.

The SDK and CLI are now open source. GitHub: https://github.com/EulBite/spine-oss

The problem Recent EU regulations (DORA, NIS2) explicitly require tamper-evident audit trails, but the problem exists independently of regulation:

- Auditors increasingly ask how logs can be proven immutable

- Most companies I talked to had no concrete technical answer

Quick example:

from spine_client import WAL, WALConfig, SigningKey

key = SigningKey.generate() wal = WAL(key, WALConfig(data_dir="./audit_log"))

await wal.initialize() await wal.append({"event_type": "user.login", "user_id": "alice"})

Then verify offline:

$ spine-cli verify --wal ./audit_log

Status: VALID Events verified: 2,341 Signatures verified: 2,341 Chain integrity: INTACT

No server required. An auditor can verify integrity without access to the system that generated the logs.

What’s open source

- spine-sdk-python – create signed audit logs locally

- spine-cli (Rust) – independently verify integrity

Apache 2.0 licensed

The server-side components (batch ledger coordination, timestamping, HA) remain proprietary.

Technical approach:

Each event → BLAKE3 hash → Ed25519 signature → append-only chain.

Instead of a single linear chain (where one corrupted entry invalidates everything after), Spine uses a batch ledger model: events are grouped into signed batches. A compromised batch doesn’t invalidate unrelated history.

Performance notes:

Benchmarks (Criterion, NVMe), included mainly to sanity-check overhead:

Signed + fsync: ~3,900 events/sec

Chain verification: ~537k events/sec

BLAKE3 @ 1KB: ~1.24 GiB/s

Benchmarks are included to validate design tradeoffs, not to claim absolute performance leadership.

Why open source the client? Audit systems require trust. By releasing the SDK + CLI:

Anyone can verify the integrity claims

Audit data remains readable without our infrastructure

Independent security review of verification logic is possible

Looking for discussion

Happy to get feedback or be challenged on architecture choices, crypto primitives, or verification logic.

Repo: https://github.com/EulBite/spine-oss

Project page: https://eulbite.com/open-source