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TutorialsOrdinary
It's time to come back to the POT - PeopleOfdPast
Welcome to the POT 👻 ⚠️ A small note before trying the live demo I'm hosting...
Source: DEV Community
TutorialsOrdinary
Unfinished Business: Four AI Spirits for Abandoned Code
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
Source: DEV Community
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Stop your AI agent deleting things: human approval for destructive MCP tools
A TypeScript pattern for MCP servers: preview, human approval via elicitation, token fallback, and tests that try to break it.
Source: DEV Community
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Claude Code's Safety Telemetry Event Lived Six Days. Audit Your Agents With Git
Claude Code 2.1.307 added claude_code.safety_event. 2.1.312 stopped sending it. Alerts built only on vendor telemetry break quietly. Git and hooks don't.
Source: DEV Community · Claude
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I Brought Google Reader and Yahoo Pipes Back From the Dead with AI at it's core!
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
TutorialsOrdinary
Will your ideas survive execution?
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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My Local AI Invented 162 Python Packages. I Reran Everything From Scratch, and 161 Came Back.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine I...
Source: DEV Community
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Claude Code 2.1.316 Stops Asking Before Your Org's Managed Settings Apply
On Team and Enterprise logins, Claude Code 2.1.316 applies server-managed settings with no approval prompt. Subagents also get their own effort default.
Source: DEV Community · Claude
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Undo for AI agents: a draft spec for taking back what an agent already did
A sales agent is tidying up the Q4 pipeline. It marks deal D-881 as Won in the CRM, books a kickoff...
Source: DEV Community
TutorialsOrdinary
Witching Hour: even a ghost has to cite its sources
Have you ever felt watched? Coat on. Keys in hand. You are about to go out, but something feels...
Source: DEV Community
TutorialsOrdinary
Poltergit: I held a séance with a line of code, and it told me why it exists
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
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Before Your Agent's First Prompt on a Legacy Repo, Build a 2,000-Token Project Map
Agents spend their first turns on a legacy repo running ls and grep. Build a project map with scc, git log and jq, keep it under 2,000 tokens, hand it over.
Source: DEV Community
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All That Glisters Is Softmax: Shiny-Object Interns, Airplane-Magazine Execs, and Why AI Labs Can Only Bake In Half the Scars
Why do an eager intern with a Hacker News blog post, a C-level executive stepping off an airplane with an in-flight magazine, and a trillion-parameter LLM all walk straight into the exact same production bog? And why even Google DeepMind c…
Source: DEV Community · Gemini
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DebugBear DNS Compromise Shows the SEO Risk of Third-Party Scripts
A DNS compromise involving DebugBear’s Real User Monitoring (RUM) script demonstrates how a...
Source: DEV Community
TutorialsOrdinary
Agent Skills Drift: A Feedback Loop for Keeping One True
An agent skill goes stale in six separate ways while its checks stay green. A step by step guide to measuring that drift and closing it with a feedback loop, using one publishing skill's own audit.
Source: DEV Community
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OfrendaDeLosModelos. AI that can come back from dead
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
GhostTrace: Forensic Autopsy & Counterfactual Debugger for Autonomous AI Agents
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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ESA's satellite is dead. Its ghost: 2,123 signals. TabPFN beat the published SOTA; 83¢ of Tinker stopped an LLM speaking for it
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
TutorialsOrdinary
GhostRepo: A Local Autopsy for Abandoned Repositories, with Gemma Doing the Talking
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
Ofrenda local: a Día de Muertos remembrance writer that runs offline with Gemma 3
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
My haunted mirror possesses your reflection with open-weight AI. A player’s idea made it hunt you in the dark
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
TutorialsOrdinary
Google Disables Discover AI Source-Tap Test After Confirming a Bug
Google has disabled an experiment in Discover after confirming that it incorrectly prevented users...
Source: DEV Community
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Eyes, Not Hands: Adding AWS DevOps Agent, Bedrock AgentCore and Kiro to a GitOps Platform on EKS
__Level 300 — Advanced | Amazon EKS, Argo CD, AWS DevOps Agent, Amazon Bedrock AgentCore, Kiro CLI,...
Source: DEV Community
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NecroVault, The Ghosts will keep your clients' names off the internet
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
The AI Shadow Web Risk: Keeping Website Content Consistent for People and Agents
As websites add formats designed for AI agents, they face a new content-governance problem: whether...
Source: DEV Community
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Google’s Connected-App Data Update Could Shape AI Mode Ads
Google’s October 16, 2026 privacy-policy update creates a new pathway for signals from connected...
Source: DEV Community
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I Retested My MoE Offloading Benchmarks. Some of My Conclusions Changed.
A follow-up to my original 16GB GPU experiment, this time with consistent quantization, repeated...
Source: DEV Community
TutorialsOrdinary
Shopify Moves Its AI Agent Knowledge Base Into Merchant Admin
Shopify has moved its AI agent knowledge base from a standalone Knowledge Base app into Merchant...
Source: DEV Community
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OpenAI Signals Shows Information Seeking Nearly Matches Writing in ChatGPT
OpenAI’s latest Signals release offers a clearer view of how people use consumer ChatGPT. In late...
Source: DEV Community · OpenAI / ChatGPT
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I Never Met My Naanu. So I Built a Place to Remember Him.🌼
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine An...
Source: DEV Community
TutorialsOrdinary
PhantomShell: A Haunted Terminal Powered by Local AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
Source: DEV Community
TutorialsOrdinary
Every Codebase Has a '// DO NOT TOUCH' File. I Built an AI Necromancer to Summon the Ghost of the Developer Who Wrote It 💀🔮
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
Google Adds Indexing Guidance for Shareable Pages and Generated Content
Google has added a new section, "Only index content meant for Search," to its guidance on preventing...
Source: DEV Community
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Ghost in the Machine: my smart home writes down what happens after dark
This is a submission for the Hacktoberfest Open-Source AI Challenge: Ghost in the Machine. ...
Source: DEV Community
TutorialsOrdinary
How I Built RepoSéance: A Local-First AI Ghost Hunter That Resurrects Abandoned Codebases
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
TutorialsOrdinary
Ghost in the Machine: a haunted terminal that runs on your own GPU
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
Spectral Stories: Where Open-Source AI Meets the Spirits of Memory
This article is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4 — "Ghost in the...
Source: DEV Community
TutorialsOrdinary
Ghost Diary: My Local AI Started Writing Between the Lines
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
Source: DEV Community
TutorialsOrdinary
Offline GATE Mock Test App: Edge CBT & AI Coaching with Gemma
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
GEO Is Emerging as a Memory Layer for AI Search Visibility
Generative Engine Optimization is often discussed as a way to improve the odds of appearing in...
Source: DEV Community