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PitGraph: building an F1 strategist whose memory is a graph

How I built a multi-agent race-strategy assistant on FalkorDB in four days for Graph Hacks, and what the graph made easy (and hard). Ask a Formula 1…

aifalkordbagentspython
Dev.to Oct 18, 2026, 16:30 UTC
EN

I shut down the L train in a graph: max flow, min cut and AI agents on the New York subway

Picture 8 a.m. on a Wednesday in October. A signal fire in the Canarsie Tube stops the L between Bedford Av and 8 Av, in both directions, until furt…

falkordbaialgorithmshackathon
Dev.to Oct 18, 2026, 14:23 UTC
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Search finds documents. My graph finds consequences.

How I built Premise, a company brain for engineering decisions, on FalkorDB for WeMakeDevs × FalkorDB Graph Hacks. The 7 minute demo, if you prefer…

falkordbgraphdatabaseknowledgegraphhackathon
Dev.to Oct 18, 2026, 11:29 UTC
EN

The Chain, Not the Grant: Building Runtime Dataflow Governance for AI Agents with FalkorDB"

The Chain, Not the Grant: Building Runtime Dataflow Governance for AI Agents with FalkorDB Why perimeter access control fails in multi-agent pipelin…

aifalkordb
Dev.to Oct 18, 2026, 08:24 UTC
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Why Flat Vector DBs Break Agent Swarms — And How We Built AgentMesh AI with FalkorDB

Why Flat Vector DBs Break Agent Swarms — And How We Built AgentMesh AI with FalkorDB If you have built multi-agent systems using frameworks like Lan…

falkordbwemakedevsaidatabase
Dev.to Oct 17, 2026, 20:24 UTC
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ChokePoint: Why We Replaced 50 Dependabot Alerts With FalkorDB GraphBLAS Min-Cut Remediation

The 3:00 AM Alert Fatigue Nightmare Every software engineer knows this feeling: you push code on a Friday afternoon, and by 3:00 AM on Monday, Depen…

falkordbaicybersecuritydevops
Dev.to Oct 17, 2026, 19:29 UTC
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# BlastRadius: Why Severity Scores Lie, and How Graph AI Solves Real Attack Paths

"Defenders think in lists. Attackers think in graphs. As long as this is true, attackers win." — John Lambert, Distinguished Engineer, Microsoft Thr…

graphhacksfalkordbaicybersecurity
Dev.to Oct 17, 2026, 18:28 UTC
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CONTINUUM: Building a Company Brain That Knows When Decisions Need Review

A launch is approved. The decision is documented. The customer has been promised a date. Then a security prerequisite changes. The original approval…

falkordbai
Dev.to Oct 17, 2026, 13:25 UTC
EN

I froze 12 real bugs and measured my hackathon project against them all day

Ever picked up a GitHub issue in a repo you don't know? The first hours go into one question: where does the fix even live? I'm building PatchPath f…

graphhacksfalkordbopensourcepython
Dev.to Oct 15, 2026, 11:25 UTC

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