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Every Hat, One Companion

2026-08-04
#AI  #agent-skills  #solopreneur  #hermes  #workflows  Every Hat, One Companion

A solo founder is ten people on Monday and zero reviewers on Saturday. Here’s what changes when the agent carries the discipline.

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GPT-5.6 Luna, Terra, Sol, and DeepSeek V4 Flash: The Cost of Finished Work

2026-08-02
#AI  #OpenAI  #agentic systems  #model selection  GPT-5.6 Luna, Terra, Sol, and DeepSeek V4 Flash: The Cost of Finished Work

OpenAI GPT-5.6 Luna, Terra, and Sol look like a sensible tiered lineup. Benchmark evidence suggests choosing by the cost of finished work instead.

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QM Is Trying to Solve the Company Agent Problem

2026-07-31
#AI agents  #QM  #Hermes Agent  #collaboration  #agent security  QM Is Trying to Solve the Company Agent Problem

QM starts with a different agent question: how can a group share useful context and capabilities without erasing boundaries between people and rooms?

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Oops, Claude did it again

2026-07-29
#claude  #anthropic  #ai-privacy  #search-engines  #shared-chats  Oops, Claude did it again

Anthropic’s second Claude shared-chat search exposure in 322 days shows why “anyone with the link” is not a privacy boundary.

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The Case for an American Stewardship Fund

2026-07-28
#artificial-intelligence  #public-investment  #sovereign-wealth  #economic-inequality  #technology-policy  The Case for an American Stewardship Fund

I make the case for an American Stewardship Fund: a durable public inheritance built from some of the prosperity created by the AI boom.

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Raleigh’s Public-Safety Maze Needs a Concierge

2026-07-26
#Raleigh  #Agent Skills  #civic tech  #public safety  #AI agents  #public data  Raleigh’s Public-Safety Maze Needs a Concierge

A civic AI concierge can help Ralwegians find public police and fire information, but its real job is explaining the limits of what those records can say.

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Cyberpunk Is Not a Neon Sign

2026-07-26
#cyberpunk  #agent skills  #writing  #worldbuilding  #science fiction  Cyberpunk Is Not a Neon Sign

Cyberpunk is more than neon: build imaginary worlds through repair, access, and the people making difficult choices inside systems.

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Introducing /life-coach: A Thinking Partner That Knows Its Limits

2026-07-25
#agent-skills  #coaching  #ai  #tools  Introducing /life-coach: A Thinking Partner That Knows Its Limits

The life-coach Agent Skill helps you examine hard decisions, map ambivalence, and test goals, and refuses to pretend it’s something it isn’t.

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The Raleigh Agent Skill Cuts Through the City Website Maze

2026-07-24
#Raleigh  #Agent Skills  #civic tech  #open data  #AI agents  #public data  The Raleigh Agent Skill Cuts Through the City Website Maze

The Raleigh Agent Skill helps residents find useful answers about buses, permits, and parks without first learning where the city keeps everything.

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Introducing Neckbeard: Results Without the Cosplay

2026-07-21
#ai  #agent-skills  #software-engineering  #ponytail  #neckbeard  #verification  #evaluation  #hermes-agent  Introducing Neckbeard: Results Without the Cosplay

Ponytail made my AI agent terser. Neckbeard makes it prove its work. Why I ditched the viral coding skill for one designed to catch mistakes, verify at the real boundary, and say what it couldn’t check. The architecture, authority gates, and evaluation suite inside.

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A Practical Method for Earned AI Autonomy

2026-07-19
#AI  #agentic-engineering  #software-engineering  A Practical Method for Earned AI Autonomy

A practical method for earning AI autonomy by finding workflow bottlenecks, strengthening adjacent capabilities, and expanding only with evidence.

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What If Your Postmortems Could Write Their Own Guardrails?

2026-07-14
#AI  #SRE  #Incident Response  #Agent Skills  #Software Engineering  What If Your Postmortems Could Write Their Own Guardrails?

Postmortems matter when their lessons survive the meeting and constrain the next release, without turning blameless learning into automated blame.

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Andrej Karpathy’s Cognitive Core: The Model Is Not the Knowledge

2026-07-09
#AI  #reasoning  #cognitive-core  #tool-use  #infrastructure  Andrej Karpathy's Cognitive Core: The Model Is Not the Knowledge

Andrej Karpathy predicted a small AI model that would trade encyclopedic knowledge for raw reasoning. Just over a year later, it is a product category, and it changes everything about how we should think about AI infrastructure.

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© Magnus Hedemark :: 2026 :: 271 posts