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GeneralMindCustomer story$12MSeed round0Internal recruiters15 minSetupCustomer StoriesHow GeneralMind built a hiring function before building a hiring team
After a $12M seed round and with no internal recruiter, GeneralMind set Needle up in 15 minutes and made it the recruiting team.Jul 14, 2026 · Julian ShergillMay 2026
Agent LogLiveMoved Amara Okoye to Reached outEmail: sequence step sentnowUpdated Lena Fischer · current positionCalendar: intro call completed2mScheduled follow-up · Marc DuboisNo reply after 4 days1hChangelogMay 30, 2026Agent Activity, scheduled emails, and funding-stage sourcing
This release adds Agent Activity for autonomous pipeline updates, an Agent Log that records what the agent did and why, scheduled emails, and funding-stage sourcing.ATS comparison2026NeedleAgent-native ATSvsGGreenhouseCompared on hiring workflowResourcesMay 28, 2026Needle vs Greenhouse: The lean Greenhouse alternative for startups (2026)
Greenhouse is quote-only and billed on headcount, with a 4–8 week setup. Needle is the agent-native ATS for lean teams, from $150/mo. Compared.ATS comparison2026NeedleAgent-native ATSvsJJack & JillCompared on hiring workflowResourcesMay 21, 2026Needle vs Jack & Jill: AI-native ATS vs AI recruiting service (2026)
Jack & Jill is an AI recruiting service charging 10% per hire. Needle is an ATS you own, sourcing the open market from $150/mo. Compared.ResourcesMay 14, 2026Needle vs Juicebox
Juicebox is an AI sourcing tool you run alongside an ATS, priced per seat. Needle is a full agent-native ATS with sourcing built in. Compared.ResourcesMay 7, 2026Needle vs Ashby
Ashby is the analytics-first ATS, from ~$400/mo with no free trial. Needle is the agent-native ATS that runs hiring for you, from $150/mo. Compared.April 2026
ChangelogApr 25, 2026Outreach progress tracking, teammate mentions, and confirmation emails
This release adds outreach progress tracking per job, teammate @-mentions, automated applicant confirmation emails, and more reliable CV handling in Slack.Agent operability2026NeedleGreenhouseLeverMCP server✓~—CLI✓——API write parity✓~~Slack-native execution✓——ResourcesApr 4, 2026The Most Agent-Friendly ATS in 2026: Needle vs. Greenhouse, Lever, and Gem
A rubric-based comparison of Needle, Greenhouse, Lever, Workable, Gem and Juicebox on agent operability — the metric that matters when hiring runs on agents.#hiringInterview Scorecard — Amara Okoye agentAI Engineer — systems designOverall recommendation1234Technical ability1234Culture fit1234ChangelogApr 3, 2026Interview feedback in Slack, LinkedIn outreach, and native MCP support
This release adds interview feedback from Slack, LinkedIn outreach sequences, and native Model Context Protocol (MCP) support for Claude and ChatGPT.January 2026
SourcingDailyPre-filtered for AI EngineerAmara OkoyeVantir · ML EngineerMarc DuboisNorthwind · Staff Engineer18 candidates enriched and rankedGrouped · hover for detailChangelogJan 30, 2026Agentic sourcing, grouped activity feed, and prompt-based actions
This release adds agentic sourcing that builds a pre-filtered candidate list for you, a grouped activity feed, and prompt-based actions.
ChangelogJan 27, 2026Chat-based sourcing with real-time streaming
This release redesigns sourcing as a chat interface, adds streaming search results, and keeps the chat, table, and candidate views in sync.
ChangelogJan 19, 2026Calibration, smart criteria, and flexible views
This release adds a calibration flow that learns your quality bar, must-have and preferred criteria, flexible view modes, and on-the-fly criteria editing.
ChangelogJan 11, 2026Career directory, ATS migration, and daily sourcing
This release adds a public career directory, step-by-step migration from your existing applicant tracking system, daily automated sourcing, and sourcing progress tracking.Interview briefingAutoAmara Okoye · AI EngineerLed inference platform at Vantir (Series B)Shipped agent tooling used by 40+ teamsAsk about: on-call ownership, model evalsChangelogJan 6, 2026Company research, email sync, and interview briefings
This release adds automatic company research, email history sync, interview prep briefings, and customizable Slack notification templates.December 2025
Add candidateExtractingPDFamara-okoye-cv.pdfRead by Needle · 240 KBChangelogDec 17, 2025CV extraction, redesigned onboarding, and career page branding
This release adds CV extraction from PDFs and images, a redesigned onboarding flow, career page branding, and a command palette.Intro call · Amara OkoyeRecordedAI summaryStrong systems background; wants agent-facing workNotice period: 6 weeksNext: technical panelChangelogDec 7, 2025Post-meeting AI summaries and activity timeline
This release adds post-meeting AI summaries, a redesigned activity timeline, auto-generated follow-up tasks, and an assistant chat overlay.November 2025
CandidatesAllActiveNameCurrent positionCompanyStageAmara OkoyeML EngineerVantirSourcedMarc DuboisStaff EngineerNorthwindReached outLena FischerInfra EngineerSitefireSourcedChangelogNov 19, 2025Candidate enrichment engine, custom fields, and rejection rules
This release adds multi-source candidate enrichment, custom fields, a rejection rules engine, candidate chat, and AI-generated scorecards.careers.generalmind.com/ai-engineerAI EngineerBerlin · Remote · Full-timeAbout the roleApply for this roleChangelogNov 7, 2025Public career pages, meeting recordings, and email automation
This release adds public career pages on your own subdomain, redesigned meeting recordings, pre-drafted accept and reject emails, and auto-generated candidate summaries.
ChangelogNov 2, 2025Calendar sync, candidate pipeline, and Slack integration
This release adds daily calendar sync, AI-powered candidate discovery, a sourcing-to-pipeline flow, and bulk candidate import.
