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68% of Multi-Agent Deployments Fail Within 72 Hours. The Models Are Fine. The Coordination Layer Is Missing.
Kavin Kim
Kavin Kim
Kavin Kim
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Jun 12
68% of Multi-Agent Deployments Fail Within 72 Hours. The Models Are Fine. The Coordination Layer Is Missing.
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ai
#
agents
#
architecture
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distributed
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4 min read
I built a three-tier monorepo for a peer-to-peer GPU grid — here is why the API is the loneliest part
Aman Sachan
Aman Sachan
Aman Sachan
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Jun 11
I built a three-tier monorepo for a peer-to-peer GPU grid — here is why the API is the loneliest part
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showdev
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python
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distributed
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opensource
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5 min read
How ComputePool allocates work across a peer-to-peer GPU mesh in under 50ms
Aman Sachan
Aman Sachan
Aman Sachan
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Jun 11
How ComputePool allocates work across a peer-to-peer GPU mesh in under 50ms
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python
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distributed
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gpu
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opensource
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4 min read
Google Has 50 Partners for A2A. Nobody Has Consensus on Whether the Message Arrived.
Kavin Kim
Kavin Kim
Kavin Kim
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Jun 10
Google Has 50 Partners for A2A. Nobody Has Consensus on Whether the Message Arrived.
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ai
#
agents
#
messaging
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distributed
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3 min read
Eventual Consistency: Debugging the Hardest Class of Bugs
Samson Tanimawo
Samson Tanimawo
Samson Tanimawo
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May 8
Eventual Consistency: Debugging the Hardest Class of Bugs
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distributed
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consistency
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debugging
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microservices
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4 min read
I built a distributed compute grid where your idle laptop runs ML jobs — here's the architecture
Aman Sachan
Aman Sachan
Aman Sachan
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May 6
I built a distributed compute grid where your idle laptop runs ML jobs — here's the architecture
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distributed
#
machinelearning
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python
#
javascript
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2 min read
WebSockets vs Server-Sent Events: Choosing the Right Real-Time Protocol
Dylan Dumont
Dylan Dumont
Dylan Dumont
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May 3
WebSockets vs Server-Sent Events: Choosing the Right Real-Time Protocol
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distributed
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systems
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networking
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backend
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3 min read
Laravel idempotency works better when TTL follows user intent
Saqueib Ansari
Saqueib Ansari
Saqueib Ansari
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May 2
Laravel idempotency works better when TTL follows user intent
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laravel
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api
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distributed
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payments
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9 min read
Service Mesh Fundamentals: What a Sidecar Proxy Actually Does
Dylan Dumont
Dylan Dumont
Dylan Dumont
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Apr 29
Service Mesh Fundamentals: What a Sidecar Proxy Actually Does
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distributed
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systems
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networking
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backend
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4 min read
Bulkhead vs Circuit Breaker: Choosing the Right Fault Isolation Strategy
Dylan Dumont
Dylan Dumont
Dylan Dumont
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Apr 27
Bulkhead vs Circuit Breaker: Choosing the Right Fault Isolation Strategy
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architecture
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systems
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patterns
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distributed
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3 min read
The Raft Consensus Algorithm: Leader Election and Log Replication Explained
Dylan Dumont
Dylan Dumont
Dylan Dumont
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Apr 23
The Raft Consensus Algorithm: Leader Election and Log Replication Explained
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distributed
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systems
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architecture
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backend
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3 min read
HTTP/2 Multiplexing: Why One Connection Is Enough
Dylan Dumont
Dylan Dumont
Dylan Dumont
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Apr 22
HTTP/2 Multiplexing: Why One Connection Is Enough
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distributed
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systems
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networking
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backend
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4 min read
Log-Structured Merge Trees: The Data Structure That Powers Modern Databases
Dylan Dumont
Dylan Dumont
Dylan Dumont
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Apr 16
Log-Structured Merge Trees: The Data Structure That Powers Modern Databases
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distributed
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systems
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architecture
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backend
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3 min read
Exactly-Once Delivery Is a Lie: How Systems Approximate It Anyway
Dylan Dumont
Dylan Dumont
Dylan Dumont
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Apr 14
Exactly-Once Delivery Is a Lie: How Systems Approximate It Anyway
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distributed
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systems
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architecture
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backend
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3 min read
How we built multi-region uptime consensus on the BEAM — zero external dependencies
Le Gia Hoang
Le Gia Hoang
Le Gia Hoang
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Apr 10
How we built multi-region uptime consensus on the BEAM — zero external dependencies
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elixir
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erlang
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distributed
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devops
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5 min read
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