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Why 90% of AI Automations Break in Production (Lessons From Building a Real AI Workflow)
bilal meziani
bilal meziani
bilal meziani
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Jul 20
Why 90% of AI Automations Break in Production (Lessons From Building a Real AI Workflow)
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agents
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ai
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automation
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softwareengineering
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4 min read
The Red Line Principle: objective stop signals outperform LLM self-judgment in verifiable tasks
zxpmail
zxpmail
zxpmail
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Jul 18
The Red Line Principle: objective stop signals outperform LLM self-judgment in verifiable tasks
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ai
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llm
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testing
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12
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13 min read
We Built Email for AI Agents
Atomic Mail
Atomic Mail
Atomic Mail
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Jul 20
We Built Email for AI Agents
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agents
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mcp
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opensource
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5 min read
Gateway Talents in Solon AI: OpenAPI, Tool, and MCP Surfaces That Scale Without Context Blow-Up
Solon Framework
Solon Framework
Solon Framework
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Jul 19
Gateway Talents in Solon AI: OpenAPI, Tool, and MCP Surfaces That Scale Without Context Blow-Up
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agents
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ai
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architecture
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mcp
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4
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6 min read
Your Website’s New Audience: AI Agents
Shwetha
Shwetha
Shwetha
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Jul 20
Your Website’s New Audience: AI Agents
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ai
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webdev
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programming
6
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11
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3 min read
Agent Series (21): Harness Testing — 45 Tests, How They're Designed, and What Bugs They Found
WonderLab
WonderLab
WonderLab
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Jun 16
Agent Series (21): Harness Testing — 45 Tests, How They're Designed, and What Bugs They Found
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ai
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harnessengineer
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security
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6 min read
Stop Judging Every Run: Eval Sampling Is a Budget Decision, Not a Coverage One
Saurav Bhattacharya
Saurav Bhattacharya
Saurav Bhattacharya
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Jul 19
Stop Judging Every Run: Eval Sampling Is a Budget Decision, Not a Coverage One
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evaluation
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observability
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3
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5 min read
How I use Perplexity as an intelligence layer without giving it control
Domonique Luchin
Domonique Luchin
Domonique Luchin
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Jun 16
How I use Perplexity as an intelligence layer without giving it control
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research
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3 min read
We ran Composer 2.5 and 2.5 Fast across 11 skills. Surprisingly, Fast won.
Tessl
Tessl
Tessl
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Jun 16
We ran Composer 2.5 and 2.5 Fast across 11 skills. Surprisingly, Fast won.
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ai
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productivity
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agentskills
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agents
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4 min read
AI Workflows vs AI Agent Coordination: Why You Need Both
Jovan Marinovic
Jovan Marinovic
Jovan Marinovic
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Jun 16
AI Workflows vs AI Agent Coordination: Why You Need Both
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agents
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2 min read
I'm trying to teach my agents what "now" means. Here's how far I've gotten.
Immanuel Gabriel
Immanuel Gabriel
Immanuel Gabriel
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Jun 20
I'm trying to teach my agents what "now" means. Here's how far I've gotten.
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architecture
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webdev
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4 min read
Drafts as a Human Approval Gate for Agent Email
Qasim Muhammad
Qasim Muhammad
Qasim Muhammad
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Jun 16
Drafts as a Human Approval Gate for Agent Email
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ai
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email
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api
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agents
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5 min read
MCP and Email: Wiring an Agent Account Into Your AI Stack
Qasim Muhammad
Qasim Muhammad
Qasim Muhammad
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Jun 16
MCP and Email: Wiring an Agent Account Into Your AI Stack
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5 min read
Why AI Agents Need More Than a Prompt-and-Response Loop
Deepak Patidar
Deepak Patidar
Deepak Patidar
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Jul 20
Why AI Agents Need More Than a Prompt-and-Response Loop
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3 min read
df Said My Sandbox Had No Disk Left. It Wasn't Wrong, It Just Wasn't Answering the Question I Asked
Enjoy Kumawat
Enjoy Kumawat
Enjoy Kumawat
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Jul 20
df Said My Sandbox Had No Disk Left. It Wasn't Wrong, It Just Wasn't Answering the Question I Asked
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python
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devtools
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debugging
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agents
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4 min read
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