DevOps & Infra Skill
Bash Defensive Patterns
Master defensive Bash programming techniques for production-grade scripts.
$15
Sentry Seer Integration
Sentry + Seer AI debug entegrasyonu production error pipeline kurulumu (SDK init, source map…
An end-to-end production error pipeline pairing Sentry with its Seer AI debugging feature: from SDK init through source-map upload, severity-tiered alert routing, and the AI suggested-fix loop. It moves teams from reactive ('I find out when users complain') to proactive ('I'm alerted in 2 minutes with an AI root-cause hypothesis'), cutting mean-time-to-resolve dramatically.
$15 one-time
Add to a kit → Prices include 20% VAT. · Forged on real agency work · one-time, no lock-in
- Type Skill
- Category DevOps & Infra
- Delivery Email · instant
- License One-time
Inside the run · no black box
See the actual work before you buy it.
Most Sentry setups stop at SDK init and call it monitoring. This one carries the error all the way: sampled tracing, privacy-hardened payloads, release-linked source maps, tiered alerting, and a Seer AI fix loop that ends in a reviewed PR.
- Init the SDK in all three runtimes (client, server, edge) with deliberate sampling: checkout, auth and payment paths traced at 100%, general traffic at 10%, session replay always on error and 1% otherwise.
- Lock privacy compliance into the beforeSend hook: email becomes a SHA256 hash, IP gets a /24 mask, credit card patterns are redacted from request bodies, sendDefaultPii stays false.
- Wire release discipline into CI: sentry-cli creates a release from the commit SHA, links commits, uploads and validates source maps, finalizes the release, then deletes local map files so nothing is publicly exposed.
- Route alerts through a 4-tier severity classifier behind webhook signature verification: CRITICAL pages on-call and DMs the owner, HIGH goes to the incident channel, MEDIUM and LOW stay on the dashboard.
- Run the Seer loop on real issues: request AI analysis on the issue, poll for the root cause hypothesis and suggested patch, then an engineer reviews and converts it into a PR. The suggestion is a starting point, never auto-merged.
- Pass the 14-item pre-deploy checklist before calling it done: DSN env vars in every environment, setUser wired so user counts are real, tunneling tested against ad blockers, replay masking verified.
One power source. 6 lines out.
sentry-seer-integration · core
core active · 6 lines
- ✓ setting up sentry on a new
Setting up Sentry on a new Next.js, Astro, or Python project
- ✓ wiring source-map upload
Wiring source-map upload and release tagging into CI
- ✓ building severity-tiered…
Building severity-tiered alert routing to Slack, Telegram, and PagerDuty
- ✓ running the seer ai sugg…
Running the Seer AI suggested-fix to PR loop on production issues
- ✓ reducing alert fatigue w…
Reducing alert fatigue with a 4-tier issue triage classifier
- ✓ filtering pii for gdpr/k…
Filtering PII for GDPR/KVKK compliance with a beforeSend hook
Yours to keep.
Drag time forward. Watch what stays.
Forever
That's what owning means.
The rented stack
ai writing tool: subscription
expired · access lostanalytics suite: subscription
expired · access lostdesign platform: subscription
expired · access lost(nothing left)
Your forge
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Detect critical errors within 2 minutes instead of when customers complain
license: perpetual -
Cut mean-time-to-resolve with AI root-cause suggestions as a debugging starting point
license: perpetual -
Stop alert fatigue so only true CRITICAL and HIGH issues page on-call
license: perpetual -
Stay privacy-compliant with email hashing, IP masking, and credit-card redaction
license: perpetual
subscriptions expire · deeds don't
Everything in the box.
Pick a piece up. Watch it work.
SDK init configs for Next.js client/server/edge with dynamic sampling
6 parts · one working system · ships instantly by email
From the field · a real case
This wasn’t written at a desk.
The problem
The fix
The result
This wasn't forged for everyone.
- Not for you if you'd rather rent a tool than own one.
- Not for you if you want someone else to run your stack.
- Not for you if you're happy guessing.
Engineering teams running production web or API apps who want proactive error detection, AI-assisted debugging, and privacy-safe alerting instead of reactive firefighting.
then this was forged for you.Works with
Universal by design: these run in any AI. Delivered in the open Agent Skills + MCP format (native in Claude); ChatGPT, Gemini, Cursor and Copilot adapt the same files their own way.
- Claude Native format
- ChatGPT Adapts via open standards
- Gemini Adapts via open standards
- Cursor Adapts via open standards
- Copilot Adapts via open standards
Catch what's on your mind.
the air is clear. nothing between you and the forge.
catch a spark: the forge will answer
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We run Python services, not Next.js, does the pipeline still apply?
Yes. Setup covers Next.js, Astro, and Python projects; the Next.js client/server/edge SDK configs are the most detailed part, while alert routing, the 4-tier triage classifier, and the PII filter pattern are stack-independent.
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What does Seer actually do, does it debug the issue for me?
Seer produces an AI root-cause hypothesis and a suggested fix, and the included script posts that to a PR comment as a debugging starting point. It shortens the hunt; a human still validates and ships the fix.
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Will this setup prevent errors from happening in the first place?
No. It's detection and response, not prevention: 2-minute alerts, severity-tiered routing so only CRITICAL and HIGH issues page on-call, and a faster path to resolution. Code quality work sits upstream of this pipeline.
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How is it delivered?
By email right after purchase: ready to run, downloaded instantly, no setup wait.
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One-time or subscription?
A one-time purchase; no subscription or hidden fees. VAT (20%) is included.
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Can I get a refund?
As a digital product, it can’t be refunded once downloaded. That’s why we show exactly what’s inside and who it’s for, right here.