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# observability

Gaining deep insights into system behavior through metrics, logs, and traces.

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Observability Design for the AI Era — Application / Infrastructure / CI / LLM, Each in Its Own Shape (Part 1)

Shaping telemetry for AI readability

Observability Design for the AI Era — Application / Infrastructure / CI / LLM, Each in Its Own Shape (Part 1)

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10 min read
Your AI Agent Is Only as Reliable as Your Observability Layer

Your AI Agent Is Only as Reliable as Your Observability Layer

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6 min read
Datadog Alternatives for Small Teams (2026)

Datadog Alternatives for Small Teams (2026)

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6 min read
🔁 One Health Check Turned a 10-Minute Outage Into 40

🔁 One Health Check Turned a 10-Minute Outage Into 40

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4 min read
50 Agents Exchanged 200 Messages. Something Failed. You Cannot Find the Root Cause. Observability Belongs in the Messaging Layer.

50 Agents Exchanged 200 Messages. Something Failed. You Cannot Find the Root Cause. Observability Belongs in the Messaging Layer.

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5 min read
Your AI Agent's Logs Are More Important Than Its Prompt

Your AI Agent's Logs Are More Important Than Its Prompt

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4 min read
Observability for LLM Apps: Tracing, Cost Tracking, and Eval Loops

Observability for LLM Apps: Tracing, Cost Tracking, and Eval Loops

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5 min read
Lightrun brings production impact into the PR review, and the merge gate gets more interesting

Lightrun brings production impact into the PR review, and the merge gate gets more interesting

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4 min read
Mastering Production Reliability: Practical Observability with OpenTelemetry, Prometheus, and GitHub Actions

Mastering Production Reliability: Practical Observability with OpenTelemetry, Prometheus, and GitHub Actions

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3 min read
We deployed a LangChain agent for a client and it silently failed for two weeks. Here's what we built to make sure it never happens again.

We deployed a LangChain agent for a client and it silently failed for two weeks. Here's what we built to make sure it never happens again.

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5 min read
Silent Drift in Agent Decision Quality: Catching It Before Your Users Do

Silent Drift in Agent Decision Quality: Catching It Before Your Users Do

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7 min read
HTTP 200 Is Not Enough: Define a Successful AI API Request

HTTP 200 Is Not Enough: Define a Successful AI API Request

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2 min read
Something I wish someone had told me five years earlier:

Something I wish someone had told me five years earlier:

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1 min read
Service Maps: The Architectural Clarity Your Team Is Missing

Service Maps: The Architectural Clarity Your Team Is Missing

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2 min read
Laravel Nightwatch: First-Party APM and What It Actually Replaces

Laravel Nightwatch: First-Party APM and What It Actually Replaces

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6 min read
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