In testing
Talent Signal
Know who needs you now, and why.
Relationship intelligence for independent recruiters, turning meaningful conversations into reviewable momentum, source-linked evidence, and one clear next move.
View productXinwei Xiong. 熊 · BEAR
Turning lived practice into knowledge that compounds over time.
I openly document AI workflows, real projects, and engineering judgment, alongside long-term writing on growth, philosophy, and life.
About this blogClaude Tag Deep Dive: From Shared Slack AI to an Organizational Agent Runtime
Calling Claude Tag a Slack bot misses its most consequential product decision. It turns a channel into a place where an agent can be authorized, remember, and …
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I Don't Have an Execution Problem. I Need a Battlefield That Can Say No
At the beginning of 2026, my GitHub contribution graph stayed nearly blank for several weeks. A few months later, the …
6 min↗
Reading Hongyi in Quanzhou: Seeing Through, Then Taking Life Seriously
At dusk, I sat on the rooftop of Youli Café and raised my coffee cup toward the twin pagodas of Kaiyuan Temple. The …
11 min↗
AUG 01AI Agent
Common Sense Is Not the Mechanism: Rebuilding Industries Around Demand, Constraints, and Scarcity
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JUL 31Growth & Life
The Scoreboard You Choose Will Eventually Choose You: How Incentives Reshape an Organization
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JUL 31Growth & Life
The Opposite of Freedom Isn’t Constraint—It’s the Defaults That Live Your Day for You
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JUL 31Growth & Life
A Second Brain Preserves Your Decision Function
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Claude Tag Deep Dive: From Shared Slack AI to an Organizational Agent Runtime
Calling Claude Tag a Slack bot misses its most consequential product decision. It turns a channel into a place where an agent can be authorized, remember, and …
READ ESSAY↗
Common Sense Is Not the Mechanism: Rebuilding Industries Around Demand, Constraints, and Scarcity
“Is common sense the same as the mechanism underneath?” That was where I got stuck while testing ideas across several …
18 min↗
Forgetting Is Harder Than Remembering: Why a Living System Must Know When to Let Go
This piece is a thought experiment conducted through simulated interviews from the perspectives of cognitive …
9 min↗
Argo CD in Production: GitOps Sync, ApplicationSets, Rollbacks, and Security
A green sync does not prove the delivery system is safe When Argo CD turns an application green, it proves one narrow thing: at that moment, the cluster matches …
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Kubernetes Resources and Learning Path Summary
Requirements 🔥 We need to further study and advance in kubernetes, reading source code is a necessary path. 👀 More …
6 min↗
Troubleshooting Guide for OpenIM
Translation and Enhancement of the Article on Troubleshooting Techniques Using OpenIM If you’re seeking specific …
28 min↗
I Don't Have an Execution Problem. I Need a Battlefield That Can Say No
At the beginning of 2026, my GitHub contribution graph stayed nearly blank for several weeks. A few months later, the same graph showed hundreds of …
READ ESSAY↗
Reading Hongyi in Quanzhou: Seeing Through, Then Taking Life Seriously
At dusk, I sat on the rooftop of Youli Café and raised my coffee cup toward the twin pagodas of Kaiyuan Temple. The …
11 min↗
The Scoreboard You Choose Will Eventually Choose You: How Incentives Reshape an Organization
This is a thought experiment-style simulated interview. The respondents are composed of organizational psychology and …
9 min↗
JUL 31
The Opposite of Freedom Isn’t Constraint—It’s the Defaults That Live Your Day for You
→
JUL 31
A Second Brain Preserves Your Decision Function
→
JUL 31
When Generation Becomes Infinite, Authentic Experiences Begin to Command Value
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JUL 31
Risk Preference Isn't About Enjoying Danger: What Truly Enables Taking a Bet
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Reading Hongyi in Quanzhou: Seeing Through, Then Taking Life Seriously
At dusk, I sat on the rooftop of Youli Café and raised my coffee cup toward the twin pagodas of Kaiyuan Temple. The camera recognized the distant towers and …
READ ESSAY↗
When Generation Becomes Infinite, Authentic Experiences Begin to Command Value
This piece is a thought experiment in simulated interviews. The interviewees are synthesized from field anthropology …
7 min↗
Environment as the Hidden Author: Why Moving Cities Feels Like Becoming Someone Else
This piece is a thought experiment conducted through simulated interviews. The two interviewees are fictional …
7 min↗
02
Books · Travelogues
Field Notebooks游记
A FIELD NOTEBOOK
Vietnam
Field Notes from the Mekong
VOL.1BEAR · 2024
2024 · 越南
Vietnam
越南 · Field Notes from the Mekong
"From Hanoi's narrow alleys to the Mekong delta — a slow-cooked record of motorbikes, coffee, monsoon rain, and the strange comfort of being a stranger."
09Chapters
184Pages
07Cities
READ ↗A FIELD NOTEBOOK
Angkor
Stones, Roots & Empire
VOL.2BEAR · 2024
2024 · 柬埔寨
Angkor
吴哥窟 · Stones, Roots & Empire
"On the temples beyond the postcards — banyan roots crawling over a lost capital, and what a vanished empire still says to us about scale and silence."
08Chapters
156Pages
03Cities
READ ↗
TestFlight prep
Solo Compass
Open the map. Find what is truly worth doing nearby.
A living map for solo travelers that turns nearby places into concrete, story-rich experiences and uses AI to narrow the field without making the decision.
View productSwiftUI · MapKit · AIGitHub
Live
DayPage
Don't manage your life. Hold on to today.
A lightweight space for daily reflection where thoughts, emotions, and actions settle into a timeline worth revisiting.
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Public beta
Telepace
Keep real customer voices inside every product decision.
Voice-native, agent-first research infrastructure automating recruitment, interviews, synthesis, and insight delivery.
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Apply Agent
A trustworthy agent for the repetitive work of finding your next role.
An intelligent job-search workspace for organizing opportunities, matching roles, preparing materials, and tracking applications.
View productDGDogfood
Agent Diff Guard
See which agent crossed the line and which project is burning tokens.
A local agent-governance tool that gates risky changes before push, deduplicates session usage by message ID, and ranks projects and sessions by token use and estimated cost.
View productBun · TypeScript · Git · MCPGitHub
Recently Published
- Claude Tag Deep Dive: From Shared Slack AI to an Organizational Agent Runtime
- I Don't Have an Execution Problem. I Need a Battlefield That Can Say No
- Reading Hongyi in Quanzhou: Seeing Through, Then Taking Life Seriously
- Common Sense Is Not the Mechanism: Rebuilding Industries Around Demand, Constraints, and Scarcity
- The Scoreboard You Choose Will Eventually Choose You: How Incentives Reshape an Organization
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