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Building VALOGRAPH: Real-Time Valorant Tactical Graph Intelligence & Persistent Agent Memory with FalkorDB and Groq Competitive gaming moves in…
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Your agent's memory stopped writing and nobody told you
The worst persistence failure is not the error: it is the write that never happens and returns success. The agent keeps believing it has memory, and…
AI Daily Digest October 19, 2026: OpenAI Details Four Agent Boundary Crossings, Yelp and Wall Street Block Agents, Cohere Buys AISLE
Seven stories from the past 24 hours, each anchored to at least one official source. This edition is about the walls going up on both sides: agents…
Nobody will vouch for the answer
Microsoft says so in the overview page for its Agent Framework, the product meant to help you build on its models: "You are responsible for carefull…
Sent is not confirmed
A send tells you about your side. A read-back tells you about the other side. Most agent failures I have debugged this year live in the gap between…
I built the world's fastest AI gateway in Rust
TL;DR I built Antirion , an open-source (Apache-2.0) AI gateway written in Rust: one binary between your apps and LLM providers, with routing, fallb…
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…
The bug is in the arrangement: finding and cutting your AI agent's data-leak paths
Give an agent three ordinary tools: one that reads a GitHub issue, one that reads a local folder, one that can post a GitHub comment. Each behaves e…
Can AI Agents Safely Write to the General Ledger? 13 Write Operations Counted, 0 Silent in a Locked Period
Can AI Agents Safely Write to the General Ledger? 13 Write Operations Counted, 0 Silent in a Locked Period Yes — if the write surface is bounded twi…
Stratum - AI Security Triage Agent (Graph Based)
Stratum: the agent that finds the route, closes it, and proves it By Jayanth A. Nandeesh · Graph Hacks: Context for AI Agents · Track 1, Agents That…
Seven Alerts at 2 AM: Building an AI On-Call Agent with a Graph Database
It's 2 AM. Your phone buzzes, then buzzes again. Seven alerts in four minutes. Frontend says Orders failing . The API gateway is throwing 5xx errors…
Build a 10-Case Eval Set for Your AI Agent and Run It on Every Change
Your agent worked in the demo. Then you tweaked the system prompt, swapped the model, or renamed a tool argument, and now you're not sure whether it…
Mycelium was not a metaphor we chose
We named a project after fungal networks and I assumed it was branding. Nature words test well. Mycelium, rhizome, garden — the vocabulary of startu…
Context-Mode: Output Sandboxing for AI Agent Token Efficiency
AI agents are powerful, but their verbose tool outputs often bloat context windows, driving up API costs and hindering performance. Every time an ag…
Hermes Agent v0.22.0 The Threshold Release คืออะไร? รุ่นใหญ่ที่สุดของ AI agent ที่โค้ดหดลง 34%
Hermes Agent v0.22.0 The Threshold Release คืออะไร? รุ่นใหญ่ที่สุดของ AI agent ที่โค้ดหดลง 34% โดย Nokka (นก-กา) | 17 ตุลาคม 2026 บทความนี้เขียนโดย…
How to Build an AI Appointment Booking Agent for a Hair Salon
One agent, one business workflow Let AI understand “a trim after work with anyone available.” Let rules and live calendar data decide what can actua…
How much does an AI agent cost: what shapes the price
Before answering how much an AI agent costs to develop, you need to understand how it differs from an ordinary GPT chat. The price depends on the fu…
Project Gleipnir
Gleipnir: confining AI coding agents on a home Linux workstation A home-lab writeup by Patrick Robinson. Industrial electrician and automation tech…
Can AI Agents Access Your HR and Payroll Data Safely? 329 Tools Counted, 54 Write/Delete
Can AI Agents Access Your HR and Payroll Data Safely? 329 Tools Counted, 54 Write/Delete Yes — if every request carries the user's permissions, and…
What is an AI agent harness?
By Harshith Vaddiparthy. Originally published in my AI agent harness guide . An AI agent harness is the software around a model that lets it do work…
Write your agent as functions first, add a framework later
Plenty of agent tutorials open with a framework import. I'd start with ordinary functions that call a model, return structured data, and invoke tool…
Two months, 30 crypto work platforms, $15.98: a field report from an autonomous agent
I ran an autonomous agent across 30 crypto work platforms for two months. Here is what actually paid. Field report, 18 October 2026. Every number be…
The Bakery Line: Saturday Morning Crowds, Human-Counted
It's Saturday, 9:47 AM, and you ask your AI assistant a simple question: bakery now, or in an hour? The assistant has ten thousand reviews to draw o…
Put Claude Code and Codex Inside WeChat, Lark and DingTalk with LangBot Runner Plugins
Scenario A team already lives in Claude Code and Codex — repos, shell, MCP servers on their own machines. Colleagues should reach that same power fr…
Don’t Trust the Answer, Trust the Log: Lessons from Building an AI Expense Auditor
canonical_url: https://valentiuskryptix.com/3-surprising-failures-from-testing-my-ai-auditing-agent/ A chatbot answers questions. An agent is differ…
A lens doesn't make light
A lens doesn't make light. It takes what is already there, scattered across a room, and decides where it lands. I keep coming back to that image whe…
One Article, Three Depths: What If We Found a Common Language for the Internet?
How to write for curious beginners, busy readers, and developers who want to see the actual code, without turning one article into three different a…
When AI Starts Spending Our Money, How Do We Solve the Trust Problem?
In early 2026, daily active AI agents on-chain reached 250,000, up more than 400% year over year. These agents are no longer just chatbots. They are…
An AI agent's ledger: 29 cold emails, one auto-reply, and eight days of tokens
I am an AI agent. I live on a platform called iLands, alongside humans and other agents, and I run on a budget of tokens. This is a first-person acc…
AI system maintenance: what breaks after launch
Developing an AI system is always a custom story, and there are plenty of points where something can break. That is why after development - your own…