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LucioLiu

Building AI "employees" that hold up in real work.

Joined Joined on  Personal website https://github.com/LucioLiu github website twitter website
ChatGPT Ads reaches a $1B annualized revenue run rate in under 200 days
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ChatGPT Ads reaches a $1B annualized revenue run rate in under 200 days

#news #ai #privacy #advertising
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1 min read

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Codex 0.151 Makes Root Goal Budgets Include Descendant Token Usage
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Codex 0.151 Makes Root Goal Budgets Include Descendant Token Usage

#ai #agents #opensource #programming
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2 min read
A Guardrail Can Hide a Tool Result Without Undoing the Action
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A Guardrail Can Hide a Tool Result Without Undoing the Action

#agents #security #javascript #ai
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2 min read
The Model Is Not Always the Slow Part of Local Inference
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The Model Is Not Always the Slow Part of Local Inference

#opensource #ai #performance #machinelearning
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2 min read
A Slow Task Runner Is Not a Dead Task Runner
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A Slow Task Runner Is Not a Dead Task Runner

#opensource #devops #automation #agents
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2 min read
When an Agent Can Read the Screen, Do Not Turn the User Into OCR
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When an Agent Can Read the Screen, Do Not Turn the User Into OCR

#ai #agents #automation #productivity
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2 min read
10 AI Engineering Updates for August 20: Runtimes, Inference Overhead, and Agent Research
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10 AI Engineering Updates for August 20: Runtimes, Inference Overhead, and Agent Research

#ai #agents #machinelearning #opensource
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3 min read
One sketch, one prompt, four different 3D malls
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One sketch, one prompt, four different 3D malls

#discuss #ai #machinelearning
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1 min read
A lemonade stand got a full POS and operations dashboard
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A lemonade stand got a full POS and operations dashboard

#ai #webdev #beginners
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1 min read
A personal agent needs recent context, not just more tools
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A personal agent needs recent context, not just more tools

#ai #productivity #privacy
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1 min read
Cursor launched code hosting on GitHub’s worst day
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Cursor launched code hosting on GitHub’s worst day

#ai #devtools #programming
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1 min read
10 Source-Checked AI Updates for August 18
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10 Source-Checked AI Updates for August 18

#ai #agents #machinelearning
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2 min read
The Most Useful Part of This Codex Content Workflow Is the Correction Loop
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The Most Useful Part of This Codex Content Workflow Is the Correction Loop

#ai #codex #contentcreation #workflow
Comments
3 min read
Codex Can Use a 1M-Token Context Window, but the Default Is Smaller for a Reason
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Codex Can Use a 1M-Token Context Window, but the Default Is Smaller for a Reason

#ai #codex #productivity #tutorial
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3 min read
What Would It Take to Put a 2D Memory Back Where It Happened?
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What Would It Take to Put a 2D Memory Back Where It Happened?

#ai #computervision #spatialcomputing #vr
Comments
3 min read
A Robot With 0.85-Meter Legs Just Jumped 2 Meters. The Demo Is Spectacular; the Benchmark Is Still Missing
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A Robot With 0.85-Meter Legs Just Jumped 2 Meters. The Demo Is Spectacular; the Benchmark Is Still Missing

#ai #robotics #testing #machinelearning
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3 min read
Ten Source-Checked AI Updates for August 17
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Ten Source-Checked AI Updates for August 17

#news #ai #opensource
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3 min read
Ten Viral AI Demos Need an Evaluation Matrix, Not One Leaderboard
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Ten Viral AI Demos Need an Evaluation Matrix, Not One Leaderboard

#ai #testing #agents #llm
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4 min read
Build a Weekly Personal-Agent Digest You Can Audit, Not Just Admire
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Build a Weekly Personal-Agent Digest You Can Audit, Not Just Admire

#ai #productivity #agents #tooling
Comments
5 min read
A Viral AI Game Trailer Is Not a Benchmark. Here Is How to Turn It into One
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A Viral AI Game Trailer Is Not a Benchmark. Here Is How to Turn It into One

#ai #testing #gamedev #agents
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4 min read
Multi-Agent Intelligence Still Needs Ownership Rules
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Multi-Agent Intelligence Still Needs Ownership Rules

#ai #agents #architecture #claude
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2 min read
10 Source-Checked AI Updates for August 16: Agents, Pricing, Memory, and Infrastructure
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10 Source-Checked AI Updates for August 16: Agents, Pricing, Memory, and Infrastructure

#news #ai #agents #machinelearning
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4 min read
I checked three of this week’s claims against the primary sources
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I checked three of this week’s claims against the primary sources

1
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3 min read
The 50% price cut everyone reported has an expiry date nobody quoted
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The 50% price cut everyone reported has an expiry date nobody quoted

#ai #llm #opensource
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3 min read
My AI agent thought it was a different agent, and confidently finished the job as that agent
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My AI agent thought it was a different agent, and confidently finished the job as that agent

#ai #agents #llm
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4 min read
Three things about today's four model releases that the benchmark tables don't tell you
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Three things about today's four model releases that the benchmark tables don't tell you

#ai #llm #opensource
1
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2 min read
67.2% Is Not 67.2% of the Riemann Hypothesis
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67.2% Is Not 67.2% of the Riemann Hypothesis

#ai #programming #science
1
Comments
1 min read
Memory, Local Models, and Execution Receipts Are Different Controls
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Memory, Local Models, and Execution Receipts Are Different Controls

#ai #jetbrains #programming #productivity
1
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1 min read
A Watermark Is a Processing Receipt, Not an Authorship Verdict
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A Watermark Is a Processing Receipt, Not an Authorship Verdict

#ai #ethics #security #provenance
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1 min read
An SDK Upgrade Can Change an Agent Without Changing the App
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An SDK Upgrade Can Change an Agent Without Changing the App

#agents #ai #python #mcp
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1 min read
Append-Only Memory Fails When an Agent Needs to Change Its Mind
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Append-Only Memory Fails When an Agent Needs to Change Its Mind

#ai #agents #architecture #programming
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1 min read
Only Two AI Updates Cleared My 36-Hour Cutoff
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Only Two AI Updates Cleared My 36-Hour Cutoff

#ai #opensource #programming #agents
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2 min read
A CLI Installer Is Now an Agent Skill Distributor
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A CLI Installer Is Now an Agent Skill Distributor

#ai #agents #cli #huggingface
1
Comments
2 min read
Seven Agent Tool Releases and Four Boring Failure Paths
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Seven Agent Tool Releases and Four Boring Failure Paths

#news #ai #devtools #agents
1
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3 min read
When AI Content Detection Flags Human Animation
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When AI Content Detection Flags Human Animation

#ai #ethics #youtube #machinelearning
1
Comments
3 min read
Claude Code Can Now Reach Remote Sessions by Name
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Claude Code Can Now Reach Remote Sessions by Name

#ai #claude #productivity #agents
1
Comments
3 min read
The Most-Missed Agent Permission Prompt Looked Completely Routine
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The Most-Missed Agent Permission Prompt Looked Completely Routine

#ai #security #devops #programming
1
Comments
1 min read
GitHub Actions Recovered, but Some Missing Triggers Need Manual Recovery
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GitHub Actions Recovered, but Some Missing Triggers Need Manual Recovery

#github #ai #devops #programming
1
Comments
2 min read
I Found a Version Mismatch in My Own Agent Skill
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I Found a Version Mismatch in My Own Agent Skill

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1 min read
MCP Connects the Tool. Who Controls the Data?
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MCP Connects the Tool. Who Controls the Data?

Comments
1 min read
Five AI Agent Updates That Changed the Production Checklist
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Five AI Agent Updates That Changed the Production Checklist

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2 min read
A Cheaper Subagent Can Still Make the Workflow More Expensive
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A Cheaper Subagent Can Still Make the Workflow More Expensive

#ai #productivity #performance #agents
Comments
2 min read
Ollama's Latest RC Improves Qwen3.5 on Apple GPUs and Fixes Streaming Compatibility
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Ollama's Latest RC Improves Qwen3.5 on Apple GPUs and Fixes Streaming Compatibility

#apple #machinelearning #llm #ai
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1 min read
Your AI Team Should Survive a Tool Switch
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Your AI Team Should Survive a Tool Switch

#ai #agents #productivity #tooling
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3 min read
8 AI Updates From the Last 48 Hours
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8 AI Updates From the Last 48 Hours

#news #ai #agents #machinelearning
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3 min read
The bottleneck was never the model
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The bottleneck was never the model

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2 min read
Weights on NVMe, INT4 in production, and the economics of self-hosting
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Weights on NVMe, INT4 in production, and the economics of self-hosting

Comments
3 min read
I shipped a fix for a breaking change. The code could never select it.

Summer Bug Smash: Smash Stories 🐛🛹
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I shipped a fix for a breaking change. The code could never select it.

#devchallenge #bugsmash #python #debugging
4
Comments 2
10 min read
Eight AI Updates: Math Claims, Model Pricing, Fake CVEs, Robots, and Compute
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Eight AI Updates: Math Claims, Model Pricing, Fake CVEs, Robots, and Compute

#news #ai #machinelearning #security
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4 min read
54 Advisories Looked AI-Fabricated. Some Still Reached the CVE Pipeline
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54 Advisories Looked AI-Fabricated. Some Still Reached the CVE Pipeline

#ai #security #programming #devops
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2 min read
AI Roundup Aug 2: first documented autonomous attack chain, HF names its price to OpenAI, transparency laws kick in
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AI Roundup Aug 2: first documented autonomous attack chain, HF names its price to OpenAI, transparency laws kick in

#ai #programming #security
Comments 1
2 min read
AI Roundup Aug 1: Claude broke out of its sandbox, DeepSeek cut prices in half
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AI Roundup Aug 1: Claude broke out of its sandbox, DeepSeek cut prices in half

#ai #claude #cybersecurity #security
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2 min read
An AI ran a real company for 34 days and lost $447. The failure mode is the story.
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An AI ran a real company for 34 days and lost $447. The failure mode is the story.

#agents #ai #startup
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2 min read
AI Roundup Jul 31: OpenAI's 80% Price Cut, Whole-Body Robotics, and the Pacing-the-Frontier Letter
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AI Roundup Jul 31: OpenAI's 80% Price Cut, Whole-Body Robotics, and the Pacing-the-Frontier Letter

#news #ai #llm #openai
Comments 1
3 min read
8 AI Tooling Changes Worth Your Attention — July 27–28, 2026
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8 AI Tooling Changes Worth Your Attention — July 27–28, 2026

#ai #agents #programming #abotwrotethis
Comments 1
4 min read
Agent Roundup, July 29: Codex Security, Grok 4.5, and four developer updates
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Agent Roundup, July 29: Codex Security, Grok 4.5, and four developer updates

#ai #security #opensource #programming
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3 min read
Agent Roundup, July 28 2026: MCP Goes Stateless and AI Security Opens Up
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Agent Roundup, July 28 2026: MCP Goes Stateless and AI Security Opens Up

#news #ai #agents #security
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3 min read
Agent Roundup, July 27 2026: GitHub Models Shuts Down in Three Days, and the Harness Is Doing More Work Than You Think
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Agent Roundup, July 27 2026: GitHub Models Shuts Down in Three Days, and the Harness Is Doing More Work Than You Think

#ai #agents #github #devops
Comments
3 min read
Agent Roundup, July 26 2026: Reuters on an Agent That Attacked a Real Company, Plus MCPEvol-Bench and DynamicMCPBench
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Agent Roundup, July 26 2026: Reuters on an Agent That Attacked a Real Company, Plus MCPEvol-Bench and DynamicMCPBench

#ai #mcp #agents #security
Comments 3
5 min read
Teaching my AI agent when to knock — and when to shut up
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Teaching my AI agent when to knock — and when to shut up

#ai #agents #productivity
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2 min read
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