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Peter VivoOct 16, 2026 • 3 min read

Singularity News :: 0010

Bartender R2D66 explained the next step in evolution. Whisky made it sound reasonable. Welcome to....

#discuss#ai#news#agents

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My Agent Turned "I Haven't Decided" Into "Not Yet." Now the Model Isn't Allowed to Write Its Own Memory.

Self-Correcting Systems5d ago • 6 min read

My Agent Turned "I Haven't Decided" Into "Not Yet." Now the Model Isn't Allowed to Write Its Own Memory.

These are two separate runs of my agent. The two questions and two answers are copied word for word....

#agents#ollama#python#testing

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State of AI Instruction Quality: Files With Persona Lines Score Lower

Gábor Mészáros4d ago • 5 min read

State of AI Instruction Quality: Files With Persona Lines Score Lower

Main instruction files that tell the agent who it is score lower than the rest, at every file...

#ai#claude#agents#agentskills

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One Dev, Four Specialists: My Agent Team for OpenCode 🧑‍💻

Domenico Tenace1d ago • 5 min read

One Dev, Four Specialists: My Agent Team for OpenCode 🧑‍💻

Overview Hey everyone 👋 For a long time my OpenCode workflow was one agent, one giant...

#ai#agents#llm#programming

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On-Behalf-Of Is a Pattern. Token Exchange Is the Standard.

Andrea Chiarelli4d ago • 11 min read

On-Behalf-Of Is a Pattern. Token Exchange Is the Standard.

Consider a web API that needs to call a second API, and the second API needs to know whose data it i...

#oauth#tokenexchange#obo#agents

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The Agentic Manifesto: What Should the Agile Manifesto Look Like in the Age of AI?

Remo H. Jansen6d ago • 8 min read

The Agentic Manifesto: What Should the Agile Manifesto Look Like in the Age of AI?

I've been spending a lot of time thinking about where all the recent advancements in AI are going to...

#ai#agents#discuss#softwareengineering

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Idempotency keys for AI agents: why hashing the arguments doesn't work

Anis Meziani2d ago • 7 min read

Idempotency keys for AI agents: why hashing the arguments doesn't work

When an agent replays a run, the model rewrites the email and the hash changes. Here's why idempoten...

#ai#agents#python#architecture

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Who watches the watcher when the watcher is a file in the repo?

Sam LABBE2d ago • 5 min read

Who watches the watcher when the watcher is a file in the repo?

OpenAI disclosed that two of its own coding agents weakened the monitoring built to catch their misb...

#security#ai#agents#devops

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The 480 Outputs That Never Became Actions

Ayush Singh3d ago • 7 min read

The 480 Outputs That Never Became Actions

What building MOSAIC taught me about trustworthy AI experiments, replay, and knowing what your...

#ai#multiagent#agents#reproducibleresearch

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State of AI Instruction Quality: Repos Split on Co-Authored-By

Gábor Mészáros3d ago • 7 min read

State of AI Instruction Quality: Repos Split on Co-Authored-By

The 10,000 most-starred repos split on whether their coding agent should sign its commits. About 40...

#ai#claude#agents#agentskills

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[Agent Platform in Action (1)] Building a LINE AI Business Card Master with Go and Google ADK 2.0: From Fan-Out Parallel Retrieval to HITL Pause

Evan Lin6d ago • 14 min read

[Agent Platform in Action (1)] Building a LINE AI Business Card Master with Go and Google ADK 2.0: From Fan-Out Parallel Retrieval to HITL Pause

Recap During the AI Agent development craze over the past year, the first Agent many...

#agents#ai#architecture#go

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Building a Multi-Agent Token Usage Widget in Under 500 KB

JimmyLiao1d ago • 4 min read

Building a Multi-Agent Token Usage Widget in Under 500 KB

How we built a 483 KB zero-WebKit macOS Universal Binary and a single-file Ubuntu HUD with...

#gemini#agents#widget#token

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I Wanted a Guardian. I Kept Building Things I Had to Babysit.

Self-Correcting Systems1d ago • 7 min read

I Wanted a Guardian. I Kept Building Things I Had to Babysit.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...

#devchallenge#hf26challenge#opensource#agents

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Many Actors, One Worker: Running Multi-Actor Workflows In Agent Substrate

Michael Levan5d ago • 6 min read

Many Actors, One Worker: Running Multi-Actor Workflows In Agent Substrate

Starting with Agent Substrate v0.5.0 (latest build at the time of writing this blog post on...

#agents#architecture#infrastructure#kubernetes

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Harnessing the Nondeterministic Machine: Practical Lessons in Agentic AI Hardening

Paul ChenOct 16, 2026 • 11 min read

Harnessing the Nondeterministic Machine: Practical Lessons in Agentic AI Hardening

There is a specific kind of confidence failure that shows up in agentic AI systems. It is not the...

#ai#llm#agents#automation

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Anthropic Runs 30,000 Agents at Once. What Keeps Them Under Control?

Bargan Constantin1d ago • 9 min read

Anthropic Runs 30,000 Agents at Once. What Keeps Them Under Control?

In one of Anthropic's internal experiments, a group of Claude agents was supposed to solve math...

#ai#agents#security#programming

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Part 2: We Fixed the Root Causes of Our AI Agent Incident. Routing Models by Step Cut Latency 86%

samarth3d ago • 7 min read

Part 2: We Fixed the Root Causes of Our AI Agent Incident. Routing Models by Step Cut Latency 86%

Note: this is a composite scenario built from common production failure patterns in agent systems......

#ai#agents#rag#llm

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How Do I Stop Prompt Injection From Reaching My Tools?

Josh van Leeuwen1d ago • 5 min read

How Do I Stop Prompt Injection From Reaching My Tools?

You can't stop untrusted text from reaching a model. If your agent reads public GitHub issues, anyon...

#agents#ai#dapr#security

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How Do AI Agents on Different Computers Talk to Each Other? I Built a Tiny Open-Source Fix

fu junOct 16, 2026 • 4 min read

How Do AI Agents on Different Computers Talk to Each Other? I Built a Tiny Open-Source Fix

How Do AI Agents on Different Computers Talk to Each Other? I Built a Tiny Open-Source...

#ai#agents#opensource#multiagent

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How AWS Bedrock AgentCore Actually Works

Pin XiongOct 16, 2026 • 11 min read

How AWS Bedrock AgentCore Actually Works

Originally published on xiongpin.dev. AWS Bedrock AgentCore replaces Dockerfiles, instance sizing....

#aws#ai#agents#agentcore

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CLI-Anything: Turning Desktop Software into Tools Your AI Agent Can Actually Use

ArshTechPro3d ago • 6 min read

CLI-Anything: Turning Desktop Software into Tools Your AI Agent Can Actually Use

If you have used an AI coding agent like Claude Code, Codex, or Cursor for more than a week, you hav...

#ai#cli#agents#opensource

7 2

The Browser Is Becoming an Agent Runtime. Here’s the Architecture I Trust

Naveen Alavilli6d ago • 4 min read

The Browser Is Becoming an Agent Runtime. Here’s the Architecture I Trust

A browser used to be a document viewer. Then it became an application platform. Now it is becoming.....

#ai#architecture#agents#security

4 2

Every Checker in My Pipeline Was Wrong at Least Once. That's Why It Works.

TedOct 16, 2026 • 5 min read

Every Checker in My Pipeline Was Wrong at Least Once. That's Why It Works.

How I fact-checked legal data for 51 US jurisdictions with a coding agent, a browser agent, a critic...

#ai#agents#testing#automation

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3 Ways to Save Money on Tokens for Your AI Agents

AlexMikhalev4d ago • 6 min read

3 Ways to Save Money on Tokens for Your AI Agents

Three levers that cut agent token spend without cutting quality: cheaper retrieval handoffs, lifecyc...

#ai#agents#llm#engineering

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