EverCV just added 5 new signal sources for data engineers and analytics engineers — Airflow, Airbyte, Dagster, Amplitude, and Metabase. Now at 120 total sources.
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EverCV just added 5 new signal sources for ML and AI engineers — Weights & Biases, HuggingFace, Semgrep, Spacelift, and LangSmith. Reaching 115 total sources.
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Eight new integrations target the tools platform engineers, SREs, and data engineers actually use: k8s deployments, Helm chart releases, AWS ECS and CloudFormation, dbt Cloud runs, Prefect flows, SonarQube quality gates, and Octopus Deploy.
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Adding Spanish language detection to NightDesk: why the bot speaks Spanish but writes the ticket in English, and why word-frequency heuristics beat an LLM call on the hot path.
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Two things MSP owners actually want from an after-hours AI: one more PSA option and a morning report that tells them what the calls were about.
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One overnight pass added 30 new data source adapters — Jenkins, CodeBuild, Argo CD, Snyk, Cloud Build, Intercom, Statuspage, and more. EverCV now catches more of your work than any similar tool.
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We went from 62 signal sources to 102 in one overnight pass. A look at what's new, what drove the expansion, and what it means for your CV.
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The architecture behind building 40 EverCV signal source adapters in one session: parallel background agents, a fixed adapter contract, and why all 5 bugs were the same bug.
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How a one-word deviation in Haiku's cover letter opener was silently blocking 12% of my automated job applications — and the one-line fix that rescued 13 listings.
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At the staff level, reviewing code is as important as writing it. GitHub's contribution graph doesn't show it. EverCV now does.
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Adding a CALLBACK terminal action to an MSP after-hours triage agent — and why forcing callers into ESCALATE was the wrong default for non-urgent requests.
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NightDesk now resolves on-call pages dynamically from a weekly rotation schedule, so MSPs never have to edit a runbook when the rotation changes.
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A one-line Python footgun silently killed a message-ingest pipeline for a week. dict.get(key, default) does not do what you think when the value is null.
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The new /ticket-health endpoint in TicketScope gives every ConnectWise ticket a 1–10 risk score, sentiment trend, urgency level, and a one-sentence recommended action — automatically, on every ticket you open.
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