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Show HN: MongoClaw, A mutation runtime for MongoDB with write-time agent safety

https://github.com/supreeth-ravi/mongoclaw
3•supreeth_ravi•1h ago
I built MongoClaw because every AI enrichment pipeline I've seen hits the same concurrency bug nobody talks about.

Your agent reads a document at t0. Inference takes 2 seconds. At t1, another process updates that document. At t2, the agent writes back — silently overwriting live data with output generated from a stale snapshot. Clean 200 OK. No error.

That's not a prompt problem. It's a write-safety problem.

MongoClaw solves it by capturing version + content hash at dispatch time and issuing a conditional write that only succeeds if the source record still matches. Stale payload? Write suppressed, reason classified, execution record persisted.

It also handles:

* Idempotent replay protection across all write strategies * Loop detection via agent-origin metadata * In-band policy evaluation (enrich/block/tag) after inference and before mutation

Agents are declared in YAML. The runtime handles change stream ingestion, Redis-backed queuing, async execution, schema validation, and auditable writebacks.

It also works with external agent endpoints — normalising heterogeneous response formats into the same execution contract.

Would appreciate feedback on the write-safety mechanism specifically — curious if others have hit this problem differently.

Show HN: Huesnatch – Free Color Extractor

https://huesnatch.com/
1•tatheery•1m ago•1 comments

BIS reaches $374K administrative enforcement settlement agreement with Vizocom

https://globalsanctions.com/2026/02/bis-reaches-374000-administrative-enforcement-settlement-agre...
1•markus_zhang•1m ago•0 comments

Show HN: Tracecore – Benchmark AI Agents on Deterministic Coding Tasks

https://github.com/justindobbs/Tracecore
1•extra_cookin•1m ago•0 comments

Show HN: Produce "proof" that your comment was human generated

https://www.ityped.it/
1•ttamslam•1m ago•0 comments

Cracking the Python Monorepo

https://gafni.dev/blog/cracking-the-python-monorepo/
1•amcvitty•3m ago•0 comments

Unlocking secret ThinkPad functionality for emulating USB devices (2024)

https://xairy.io/articles/thinkpad-xdci
1•transpute•4m ago•0 comments

Canadian government demands safety changes from OpenAI

https://www.engadget.com/ai/canadian-government-demands-safety-changes-from-openai-204924604.html
1•whynotmaybe•5m ago•0 comments

Show HN: Usplus.ai – Build a company of AI agents and execute work autonomously

https://usplus.ai:443/
1•usplusAI•9m ago•0 comments

What If Intelligence Didn't Evolve? From Noise to Programs in Brainfuck [video]

https://www.youtube.com/watch?v=M2iX6HQOoLg
1•guld•10m ago•1 comments

Itwillsync – Sync any terminal-based coding agent to your phone over LAN

https://github.com/shrijayan/itwillsync
1•shrijayan•13m ago•1 comments

What Your DNA Reveals about the Sex Life of Neanderthals

https://www.nytimes.com/2026/02/26/science/human-evolution-neanderthal-sex.html
1•Hooke•14m ago•0 comments

What happened after Elon Musk took the Russian army offline

https://www.politico.com/news/2026/02/25/elon-musk-russian-army-starlink-00793742
3•GMoromisato•14m ago•0 comments

Block (Square) plans to lay off nearly half its staff in embrace of AI

https://www.morningstar.com/news/marketwatch/20260226254/block-plans-to-lay-off-nearly-half-its-s...
4•pwthornton•15m ago•0 comments

Security Boundaries in Agentic Architectures

https://vercel.com/blog/security-boundaries-in-agentic-architectures
1•umairnadeem123•16m ago•0 comments

New Path to Battery-Grade Lithium Uses Electrochemistry

https://spectrum.ieee.org/mangrove-lithium-refining-ev-bottleneck
1•defrost•16m ago•0 comments

Windows XP Bliss hill looking almost identical to original

https://old.reddit.com/r/windows/comments/1r8iper/windows_xp_bliss_hill_looking_almost_identical_to/
1•gnabgib•16m ago•0 comments

We built Depot Wrapped 2025

https://depot.dev/blog/how-we-built-depot-wrapped
4•Charmizard•18m ago•0 comments

A Comparative Security Analysis of Three Cloud-Based Password Managers

https://eprint.iacr.org/2026/058
1•u1hcw9nx•18m ago•2 comments

If AI Is Doing the Investigation, Version the Investigation

https://wingedpig.com/2026/02/26/if-ai-is-doing-the-investigation-version-the-investigation/
1•markfrwc•18m ago•2 comments

Launch GIDE v1.0 AI Code Editor

https://generativeide.com/
2•rohangnaneshjh•19m ago•0 comments

Show HN: oosh – Annotation-driven CLI framework for Bash

https://github.com/bruno-de-queiroz/oosh
1•brunodequeiroz•20m ago•0 comments

VCs and Top Programmers Tackle Open Source Funding Issues Permanently

https://techcrunch.com/2026/02/26/a-vc-and-some-big-name-programmers-are-trying-to-solve-open-sou...
1•birdculture•20m ago•0 comments

Show HN: OpenClaw skills degrade agent safety

https://github.com/faberlens/hardened-skills
1•shadab_nazar•23m ago•1 comments

Solving email problems for startups and SaaS

1•peter_joe•23m ago•0 comments

Mercedes Just Put Drift Mode in an SUV

https://www.thedrive.com/news/mercedes-just-put-drift-mode-in-an-suv
1•PaulHoule•24m ago•0 comments

Pi: The Minimal Agent Within OpenClaw

https://lucumr.pocoo.org/2026/1/31/pi/
1•kristianpaul•28m ago•0 comments

Bonesmashing: Inside The Extreme Looksmaxxer Technique

https://www.gq.com/story/what-is-bonesmashing-looksmaxxing-technique
1•bookofjoe•28m ago•0 comments

Yes, AI is intelligent. Prove me wrong. by Bertrwnd Meyer

https://bertrandmeyer.com/2026/02/26/yes-ai-is-intelligent-prove-me-wrong/
3•PikelEmi•29m ago•2 comments

HITL Swarm Intelligence – Making Extraction Technically Obsolete

https://github.com/m727ichael/hitl-swarm-intelligence
1•m727ichael•30m ago•2 comments

Why Chinese people spend so much on food

https://www.economist.com/finance-and-economics/2026/02/26/why-chinese-people-spend-so-much-on-food
1•ryan_j_naughton•33m ago•1 comments