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A month of AI agents in production: July 2026, silence, retries, and phantom events
Lain
Lain
Lain
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Aug 2
A month of AI agents in production: July 2026, silence, retries, and phantom events
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agents
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ai
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buildinpublic
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devops
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1
 comment
8 min read
Why Your "All-Powerful" Agent Fails — Scene Routing That Splits One Agent into 6 Experts
weiwuji
weiwuji
weiwuji
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Aug 1
Why Your "All-Powerful" Agent Fails — Scene Routing That Splits One Agent into 6 Experts
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ai
#
agents
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architecture
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engineering
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3 min read
Skills as Sub-Agents: Orchestrating Complex work with Claude Skills
Mukul S
Mukul S
Mukul S
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Jul 31
Skills as Sub-Agents: Orchestrating Complex work with Claude Skills
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agents
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ai
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claude
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llm
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7 min read
HUQAN: The Deterministic Trust Layer That Tells AI Agents "Wait, I Decide First"
Ali Ulu
Ali Ulu
Ali Ulu
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Jul 31
HUQAN: The Deterministic Trust Layer That Tells AI Agents "Wait, I Decide First"
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ai
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security
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agents
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opensource
1
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5 min read
AI Daily Digest — August 1, 2026: ARC-AGI-3 Harness Discovery, EU AI Gigafactories, Devin SWE-1.7
HIROKI II
HIROKI II
HIROKI II
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Jul 31
AI Daily Digest — August 1, 2026: ARC-AGI-3 Harness Discovery, EU AI Gigafactories, Devin SWE-1.7
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ai
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agents
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benchmark
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hardware
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7 min read
Turning a Tiny Language Model Into a Trustworthy Agent: An R&D Experiment with HUQAN + OPT-125M
Ali Ulu
Ali Ulu
Ali Ulu
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Jul 31
Turning a Tiny Language Model Into a Trustworthy Agent: An R&D Experiment with HUQAN + OPT-125M
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ai
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machinelearning
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opensource
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agents
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4 min read
Your agent's failed traces are wasted fine-tuning data
Wane Hong
Wane Hong
Wane Hong
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Aug 1
Your agent's failed traces are wasted fine-tuning data
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agents
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ai
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cli
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llm
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2
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3 min read
Copilot in VS Code gives each agent session its own git worktree
Leo
Leo
Leo
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Jul 31
Copilot in VS Code gives each agent session its own git worktree
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githubcopilot
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vscode
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agents
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devrel
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4 min read
Google ADK Cross Cloud to Amazon Bedrock over A2A
xbill
xbill
xbill
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AWS Community Builders
Jul 31
Google ADK Cross Cloud to Amazon Bedrock over A2A
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a2aprotocol
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aws
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6 min read
Your Agent's Plan Isn't a Plan. It's a Post-Hoc Rationalization
AI Explore
AI Explore
AI Explore
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Jul 31
Your Agent's Plan Isn't a Plan. It's a Post-Hoc Rationalization
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ai
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agents
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architecture
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llm
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5 min read
My agent passed every check and still broke production in an hour. Here's the CI/CD I run now.
Kartik N V J K
Kartik N V J K
Kartik N V J K
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Jul 31
My agent passed every check and still broke production in an hour. Here's the CI/CD I run now.
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cicd
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agents
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agentskills
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ai
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4 min read
Your AI Agent Shouldn’t Have to Read an Entire Website Just to Click a Button
gr3p
gr3p
gr3p
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Jul 31
Your AI Agent Shouldn’t Have to Read an Entire Website Just to Click a Button
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3 min read
ARGUS - Autonomous Threat Intelligence Pipeline
Ahmed El euch
Ahmed El euch
Ahmed El euch
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Jul 31
ARGUS - Autonomous Threat Intelligence Pipeline
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architecture
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cybersecurity
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security
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94 min read
How I Use Codex to Build Applications Without Losing Control
eleonorarocchi
eleonorarocchi
eleonorarocchi
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Jul 31
How I Use Codex to Build Applications Without Losing Control
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ai
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agents
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agentskills
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9 min read
We gave Codex its own computer
Vladimir Petrov
Vladimir Petrov
Vladimir Petrov
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Jul 31
We gave Codex its own computer
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news
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ai
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agents
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5 min read
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