Chester Frazier · Gulfport, MS · b. 1988
Debugging stories, architecture notes, and the occasional thing I built because nobody else had. New posts when I have something worth writing down.
EverCV now integrates with 400+ developer tool signal sources — spanning distributed tracing, API gateways, messaging queues, identity providers, video platforms, HR systems, data catalogs, CDN analytics, community platforms, and visual regression testing.
Read →EverCV now tracks 300 developer signal sources across email, CMS, e-commerce, feature flags, package registries (7 ecosystems), content publishing, digital products, BI/analytics, ML/AI, security scanning, IoT, and container registries — all with a single day's daily digest.
Read →25 new signal sources added overnight (131-150): PostHog feature flags, Harness, AWS Step Functions, Glue, k6, Contentful, Codefresh, GitGuardian, Neon, Doppler, Stripe events, Vault, LaunchDarkly flags, Sanity, Turso, Firebase App Distribution, Cypress, Ansible, Stytch, and Expo EAS.
Read →EverCV just added 5 new signal sources for data engineers and analytics engineers — Airflow, Airbyte, Dagster, Amplitude, and Metabase. Now at 120 total sources.
Read →EverCV just added 5 new signal sources for ML and AI engineers — Weights & Biases, HuggingFace, Semgrep, Spacelift, and LangSmith. Reaching 115 total sources.
Read →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.
Read →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.
Read →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.
Read →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.
Read →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.
Read →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.
Read →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.
Read →At the staff level, reviewing code is as important as writing it. GitHub's contribution graph doesn't show it. EverCV now does.
Read →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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