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Jul 19, 2026Test Saga Compensation When Payment Succeeds but Inventory Times Out
Use a deterministic simulator to find duplicate refunds, late successes, and compensation failures.
Jul 19, 20261 min read1 reactions0 comments
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Jul 15, 2026
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#reliability
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Jul 17, 2026If 30% of Coding Tasks May Be Broken, Your Leaderboard Needs an Uncertainty Budget
Turn a coding-benchmark audit into a reproducible task-state model, sensitivity analysis, and acceptance rule.
Jul 17, 20263 min read1 reactions0 comments
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Jul 16, 2026Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems,...
Jul 16, 20262 min read0 reactions0 comments
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Jul 16, 2026MonkeyCode Under Parallel Tasks: Do the Patches Still Know Their Base Commit?
A black-box reliability experiment for workspace isolation, branch drift, patch composition, and explicit conflicts.
Jul 16, 20262 min read1 reactions0 comments
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Jul 17, 2026Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems,...
Jul 17, 20262 min read0 reactions1 comments
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Jul 16, 2026Canary Agentic Autofix With Failure Classes and Reliability Gates
Evaluate GitHub's agentic code-scanning autofix preview without treating patch generation as proof of correctness.
Jul 16, 20262 min read1 reactions0 comments
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Jul 17, 2026Make a Free Cloud Agent Fix Duplicate Email After an Ack-Loss Retry
Use a deterministic queue simulator to test idempotency across worker crash points.
Jul 17, 20262 min read1 reactions1 comments
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Jul 15, 2026Merge Concurrent Agent Patches by Base Commit and Hunk Ownership
A deterministic patch envelope prevents completion order from deciding how multiple coding agents modify one repository.
Jul 15, 20262 min read1 reactions0 comments
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Jul 15, 2026Reject Agent Tasks Before Queue Age Breaks the SLO
Build an admission controller from predicted wait time, task deadlines, and per-tenant concurrency instead of waiting for a full queue.
Jul 15, 20262 min read0 reactions0 comments
CI/CD Reliability: When Your Deploy Pipeline is Your SPOF
The Invisible SPOF Every engineering org has a single point of failure that nobody lists...
Jul 15, 20263 min read0 reactions0 comments
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Jul 15, 2026Long-Running AI Agents Need a Lease, a Heartbeat, and a Drain Test
NVIDIA's recent focus on agents operating for hours or days makes worker ownership and recovery an operations problem, not a prompt problem.
Jul 15, 20262 min read0 reactions0 comments
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Jul 15, 2026Patreon's Legacy Notification Task Times Out for Large Audiences: Scaling Solution Implemented
Introduction: The Ticking Time Bomb in Patreon’s Notification System Imagine a machine...
Jul 15, 202613 min read0 reactions0 comments