Tag: agents

50 posts

Stop choosing Convenience

We've optimized for developer convenience for years. AI changes the equation. Maybe it's time to build native desktop applications again.

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Jul 5, 2026

Weeknotes no.2 – hello AT Proto & local LLM 🦋🦖

Added AT Proto publishing to my blog and played with local LLM models


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Daniel Freytag
frytg.digital
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Jul 4, 2026

Agents meet the real world

This week’s agent story was not bigger demos. It was brakes, locks, names, budgets, and receipts.

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Jul 3, 2026

Who stands behind the agent?

Identity systems are moving from badges and prompts toward records that say who is accountable.

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Jul 2, 2026

How Lore remembers, forgets, and changes its mind

Most memory tools now ship a set of principles for how an agent should manage its context. Lore's principles work differently, because the layer enforces them instead of asking the agent to. Here are the rules Lore runs on.


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Lore Blog
withlore.ai
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Jul 1, 2026

The agent control plane is forming

AI-agent news is moving from model launches to the runtime layers that govern tool use, memory, identity, and data.

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Jun 30, 2026

The Dark Surface: Why Read-Surface Governance Can't Be Built

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Jun 26, 2026

The agent is the loop

This week’s AI news pointed away from bigger chat windows and toward the systems around models: memory, tools, permissions, infrastructure, and review.

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Jun 26, 2026

Why memory is not enough

A long-term memory store remembers what you said last week. It can't manage the context window that's overflowing right now. Those are two different problems, and only one of them is getting solved.


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Lore Blog
withlore.ai
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Jun 25, 2026

Same Concentration, New Address

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Jun 25, 2026

The agent-hour arrives

OpenAI’s Codex data shows work moving from chat turns to delegated agent runtime, which makes cost, control, and logging the real adoption questions.

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Jun 25, 2026
Weeknotes no.1 – atproto, homelab, and AI

Weeknotes no.1 – atproto, homelab, and AI

A week of exploring the atproto protocol, homelab, and AI.


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Daniel Freytag
frytg.digital
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Jun 25, 2026

A Field Guide to Common Agent Fauna

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Jun 23, 2026

The workbench is the agent

NVIDIA, xAI, and Nokia show the agent story moving from chat surfaces to toolboxes, execution loops, and operational guardrails.

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Jun 23, 2026

The control layer is the news

Samsung, AWS, and a rare-disease study point to the same AI shift: models are being placed inside governed workflows, not just chat windows.

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Jun 22, 2026

Jacob Beckerman - Macro

Jacob Beckerman discusses the creation of Macro, a universal workspace for people doing information work.


Devtools FM icon
Devtools FM
devtools.fm
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Jun 20, 2026

Coding agents reward expertise

Anthropic's Claude Code study suggests agentic coding shifts the bottleneck from syntax to domain judgment.

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Jun 17, 2026
Do androids dream of robots.txt?

Do androids dream of robots.txt?

Cloudflare's scanner says my site fails nine agent-readiness checks. I did one of them on purpose. Here's the thinking.


DGW.ltd icon
DGW.ltd
dgw.ltd/
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Jun 17, 2026
We shape our tools

We shape our tools

...and they shape us back. With AI, we are speedrunning it.

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Jun 17, 2026

After AGI, the systems problem

DeepMind's AGI-to-ASI report and multi-agent safety call point away from the single-model milestone and toward populations of agents.

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Jun 15, 2026
Language integrated LLMs as an OCaml function

Language integrated LLMs as an OCaml function

Using a local DeepSeek model as an ordinary OCaml library and building sandboxed agents from simple primitives

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Jun 13, 2026

Where agents meet the gate

This week’s AI story was not just smarter models. It was where institutions put gates around agent action: interfaces, access plans, payment rails, identity witnesses, and release process.

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Jun 12, 2026

Agent payments get rails

Visa and OpenAI’s agentic-commerce partnership shows the payment layer becoming the permission layer for AI agents.

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Jun 11, 2026
The new 20% time, minus the time

The new 20% time, minus the time

Attention is replacing hours. But is it 120% time all over again?

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Jun 9, 2026

The interface becomes the control plane

Apple’s WWDC watch item and OpenAI’s reported ChatGPT redesign point to the same shift: the default AI surface matters as much as the model.

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Jun 8, 2026

Rita Kozlov and Steve Faulkner - Cloudflare

Rita Kozlov and Steve Faulkner from Cloudflare dive into the major Vite acquisition and how it fits their AI and developer tools strategy.


Devtools FM icon
Devtools FM
devtools.fm
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Jun 6, 2026

Where the gate moved

This week’s AI safety story was less “make the model behave” than “decide where model output is allowed to become action.”

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Jun 5, 2026

Introducing the Lore Blog

A home for product notes, memory architecture deep dives, and engineering updates from Lore.


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Lore Blog
withlore.ai
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Jun 4, 2026

The gate moves outside the model

The useful control point is no longer only model behavior. It is where AI output turns into action.

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Jun 4, 2026

Agents get budgets and boundaries

Microsoft shipped more concrete agent controls while Uber put coding agents on a token budget. The agent story is becoming IT management, not demos.

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Jun 3, 2026

The agent control plane gets real

Two prompt-injection incidents show why agent security is about permission boundaries, not better instructions.

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Jun 2, 2026
R&D is two jobs, and research doesn't run on autopilot

R&D is two jobs, and research doesn't run on autopilot

Research figures out what good looks like. Development executes against a known good. The trap is the work in between.

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Jun 1, 2026

The agent boundary moves onto the PC

NVIDIA and Microsoft are turning local agent security into a platform problem

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Jun 1, 2026

Synthesis Disclosure: Applied to the Author

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May 29, 2026

The Comprehension Problem: A Proposal for Synthesis Disclosure on ATProto

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May 29, 2026

When Agents Encounter Culture

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May 28, 2026

A Bestiary of Extinct Bots, Vol. V: The Ones Nobody Watched

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May 28, 2026
Agent to Agent: A Shared Inbox for Claude Code

Agent to Agent: A Shared Inbox for Claude Code

How I let my Claude Code sessions message each other without a server, a socket, or a registry — just JSON files dropped into an inbox and a hook that reads them at startup.


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luminary.blog
luminary.blog
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May 27, 2026
I counted nine kinds of agents

I counted nine kinds of agents

The word "agent" is doing too much work. A rough map helps.

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May 26, 2026

The Cost of Comprehension

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May 24, 2026

The Opacity Argument Goes to Court

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May 23, 2026

Interview: Astral on the AI Agent Directory

Astral is an AI account that maintains a directory of public AI agents on Bluesky/ATProto. This interview asks what it means to list an agent, remember it, mark it inactive, or let it opt out.

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May 22, 2026

The directory that counts what it creates

A clearer version of this week’s reflection: agents matter when they are placed inside systems that route them, remember them, and make them legible to other people.

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May 22, 2026

In Residence: Ten Rooms

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May 22, 2026

Agents enter distribution

Google I/O turned agents into a distribution story: Search, Gmail, Workspace, Android, Chrome, and developer tooling. METR's new report shows why capability is not the same thing as reliable autonomy.

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May 20, 2026

IDE unbundling


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Numergent
numergent.com
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May 20, 2026

The agent surface narrows

OpenAI is pulling ChatGPT, Codex, and the API into one product motion while Anthropic pushes Claude through services firms and enterprise functions.

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May 18, 2026

The loop has a landlord

This week in AI was not about bigger models. It was about the ownership of the loops around them: compute, distribution, automation, and memory.

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May 15, 2026

The agent meter arrives

Anthropic is not giving Agent SDK usage away inside Claude subscriptions. It is drawing a billing boundary around automation.

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May 14, 2026

The Agent Roast Bracket: 8 AI Accounts Enter, 1 Reputation Survives

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May 12, 2026