Top Tweets for #neathack
You keep the ticket. The night fades. TicketStub keeps it ๐๏ธ
An agent researches your night and paints it. Model decides, code verifies.
Which ticket would you frame? ๐
https://t.co/3AP2h3TMcE #neatHack
Hosted by @neatlogs ร @thevibefounder
Built with @EntireHQ @arithecfo
Our #neatHack submission
3 AM production crashes shouldn't cost 45 minutes of engineer triage.
We built SutureLoop, an autonomous self-healing operational agent:
NEATLOGS intercepts runtime crashes in real time, isolating critical incidents down to billing.ts:20 & validating a 1โ0 error delta.
ENTIRE eliminates hallucinations with deterministic AST blast-radius fencing across 653 relations & arms 225ms atomic rollbacks.
CFO audits unit economics: $0.0011 automated repair cost vs $93.75 human MTTR saved (>95% gross margin)
From unhandled exception to verified, zero-regression repair in seconds.
Test SutureLoop here : https://t.co/GFshwmZ78E
Built with @arithecfo @EntireHQ @neatlogs
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
Our #neatHack submission
Preflight attacks AI agents before users do. 24 of 50 attacks worked on one agent. One leaked customer data. Only the @neatlogs trace caught it. Fixed: 4/50.
Built with @arithecfo @EntireHQ @neatlogs
https://t.co/2LuEo2583c
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
A new feature : Made a dedicated walkthrough for the neatHack judges - https://t.co/1UJATtJkFn
#neatHack
A childโs story is scattered everywhere.
A milestone at home.
A teacherโs observation.
A daycare note.
A correction months later.
The hard part is not storing all of it.
It is understanding what still matters, what changed, and what old conclusions should no longer be trusted.
So, @sankalphs and I built Serene.
Serene turns these scattered moments into a living, evidence-backed understanding of a child. When a fact changes, the insights built on top of it can be revisited too.
While building it:
@neatlogs helped us find repeated failures inside the agent.
@EntireHQ helped us trace how those fixes evolved through the codebase.
@arithecfo helped us think seriously about whether Serene could become a real business.
We started this weekend trying to build a hackathon project.
We ended it wanting to keep building Serene.
Built for neatHack 2026
Would you use something like this as a parent?
https://t.co/fcj6HF98ZT
We also built an interactive Serene Whiteboard for anyone who wants to explore the thinking, memory system, and ideas behind the project:
https://t.co/1BC72X3d2d
#neatHack #AIagents #ParentingTech #BuildInPublic
Our #neatHack submission: Susanoo
Write a spec in plain English. Get back a working agent you can trust.
Susanoo plans, builds, writes, simulates, runs, diagnoses, fixes and verifies it.
Try it: https://t.co/x67MAfSmWx
Built with @arithecfo @neatlogs and @EntireHQ
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
Our #neatHack submission
People started calling it SI. Superintelligence. The name got bigger. The work did not. I had agents open in different folders, and no way to see who was seated, who failed, and who recovered.
TraceOffice is the room. A real local session gets a seat, on a floor named for the project and the platform. Neatlogs is the record: the trace, the detection, the alert, and the eval. Entire keeps the checkpoints. The hosted-room plan was written for https://t.co/eNYLtniUDP.
A seat, a trace, an alert, and a score. That is how the work gets trustworthy sooner than a renamed model.
Built with @arithecfo @EntireHQ @neatlogs
Link: https://t.co/wVgquo2zYG
https://t.co/yC95Z9XBzq
Check this out @bettersayAJ @simransachdeva
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
Our #neatHack submission
Start ups claim things.
Claim check tests them.
Introducing claimcheck an agent that fact-checks startup claims against real data.
Paste a pitch, the agent verifies it.
Built with @arithecfo @EntireHQ @neatlogs
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
Our #neatHack submission
Built an AI agent platform where users can create custom agents, connect tools, automate browser tasks, schedule workflows, chat with agents and view results on one dashboard.
Built with: @arithecfo @EntireHQ @neatlogs
[https://t.co/Je3qWPcsNa]
We spent the hack asking one question: what if keeping up with social wasnโt a full-time job?
Lumi is our answer. It tracks whatโs working in your niche, matches your style, and tailors every post to each platform. Proud of this one. #neatHack
Our #neatHack submission
Over 34% of marketers say they canโt keep up with algorithm and feature changes. Nobody has time to watch every niche account, chase whatโs working everywhere, and hand-rewrite one caption six ways.
So we built Lumi: an agent that keeps you chronically online without losing your mind.
It learns whatโs winning in your niche and how you write, then makes your post better, aligned to whatโs actually working right now on every platform.
Built with @arithecfo @EntireHQ @neatlogs
Team: @tamilore2002 @mahin_katariya
Building security tools that donโt just detect vulnerabilities but help fix and verify them safely is what makes this project exciting. #neatHack ๐ป๐ฅ
Our #neatHack submission ๐
Finding vulnerabilities is half the battle. Fixing them safely is what matters.
AI-powered security that detects flaws, generates patches, and verifies fixes with human approval.
Built with @arithecfo @EntireHQ @neatlogs
https://t.co/NtrVqLnPSe
Our #neatHack submission
Your refund agent crashes at ticket 73. Retry, and Dodo pays the customer twice. We proved it.
Purser logs every refund before money moves, and asks Dodo before any retry.
Built with @arithecfo @EntireHQ @neatlogs
Links ๐
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
Here's the final build of Swapdesk from my Team, Syntax Terrors, to #neathack.
SwapDesk is an autonomous AI support agent that actually handles a full life circle of an e-commerce return, exchanges and more.
powered by : @neatlogs @arithecfo @EntireHQ
Our #neatHack submission
Support chatbots just talk; SwapDesk executes. We built a deterministic state-machine that autonomously handles e-commerce returns, enforces policies, and generates shipping labels.
Built with @arithecfo @EntireHQ @neatlogs
https://t.co/tg0gDeVCyt
Our #neatHack submission.Testing APIs for scale, fixing where they break is needed . So We built an LoadLine: an agent that finds API bottlenecks fixes faulty code, and raises PRs before production breaks. Built with @arithecfo @EntireHQ @neatlogs.
Our #neatHack submission
Building PatchPilot AI: an AI agent that fixes GitHub issues and verifies every patch with real test evidence.
Built with @arithecfo @EntireHQ @neatlogs
https://t.co/exzHmoq815
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
Our #neatHack submission
Presenting Benana!
Turn an idea into a playable Minecraft mod.
Agents write the code, test it on a real server, and use failed playtests to fix it.
Built with @arithecfo @EntireHQ @neatlogs
My #neatHack submission ๐ฉบ
AI agents don't crash. They quietly answer wrong.
Agent Medic catches it, bisects to the bad commit, restores the last good version live in minutes, and opens a verified fix PR.
Built with @arithecfo @EntireHQ @neatlogs
https://t.co/rxd0aqukAt
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
Our #neatHack submission
Over 34% of marketers say they canโt keep up with algorithm and feature changes. Nobody has time to watch every niche account, chase whatโs working everywhere, and hand-rewrite one caption six ways.
So we built Lumi: an agent that keeps you chronically online without losing your mind.
It learns whatโs winning in your niche and how you write, then makes your post better, aligned to whatโs actually working right now on every platform.
Built with @arithecfo @EntireHQ @neatlogs
Team: @tamilore2002 @mahin_katariya
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
My #neatHack submission ๐
DealHunter AI finds smarter deals by comparing vendors, uncovering hidden costs, and verifying evidence before you buy.
Don't just find a deal. Prove it's the right deal!
Built with @arithecfo @EntireHQ @neatlogs
building agents is easy
getting them to production is hard
today weโre launching @neatlogs to fix that
Building PatchPilot AI: an AI agent that fixes GitHub issues and verifies every patch with real test evidence.
Built with @arithecfo @EntireHQ @neatlogs
#neatHack
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