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Contextli
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JackHamr is the AI coding agent that ships software end-to-end. Instead of a single assistant that tries to do everything, it runs a team of specialist agents — one writes the spec, another plans the implementation, others build, test, review, and ship the code. Each agent has its own role, tools, and personality.
Agents run on hosted cloud dev environments with VS Code, Docker, SSH access, and WireGuard-encrypted networking. Close your laptop and they keep working. Talk to them with push-to-talk voice chat or type naturally. GitHub is built in — one-click clone, automatic branch-per-task, real-time commit sync, and PR creation.
Bring your own LLM keys (OpenAI, Anthropic, Google, or self-hosted) or use ours at cost — swap models mid-pipeline to use the best model for each task. Build custom orchestration pipelines and agent skills. Share agents across your organization.
Pay-as-you-go with fully itemized billing — infrastructure at cost, LLM tokens with zero markup. $10 free credit to start, no card required.
Contextli turns your voice into formatted, ready-to-send text. Not a transcript. Not raw dictation. The actual finished output — polished, structured, and pasted directly where your cursor is.
The problem with every other voice tool is that they stop at transcription. You still have to edit it, format it, copy it, switch tabs, paste it. Contextli skips all of that. Press a hotkey, speak for a few seconds, and the output appears in whatever app you're using. Gmail, Slack, Jira, LinkedIn, VS Code, Notion, WhatsApp — it works anywhere a cursor can sit.
What makes it different is Modes. You create a Mode for each type of writing you do — Gmail replies, Slack updates, Jira tickets, LinkedIn comments, SOAP notes, code documentation. Each Mode has its own instructions that tell the AI exactly how to format the output. Same voice input, completely different results depending on which Mode you're using.
Key features:
Privacy options:
The offline mode is built for lawyers, healthcare professionals, and anyone working under strict data requirements. Disconnect your internet. It still works.
contextli.com
JackHamr
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Contextli's answer:
Professionals who write the same types of messages every day and are tired of how long it takes. Managers drowning in Slack and email. Developers avoiding documentation. Sales reps hitting activity quotas. Lawyers and healthcare workers who need privacy-compliant voice tools. Anyone whose hands can not keep up with their brain.
Contextli's answer:
Whisper for speech-to-text transcription, Ollama for local AI processing in offline mode, Deepgram for cloud transcription, and large language models for context-aware text transformation. The desktop app runs natively on Mac, Windows, and Linux.
Contextli's answer:
Most voice tools stop at transcription. You still have to edit, format, copy, switch tabs, and paste. Contextli skips all of that. It uses Modes — custom instructions that tell the AI exactly how to format your output for each destination. The same voice input becomes a Gmail reply, a Slack update, or a Jira ticket depending on which Mode you have active. Output auto-pastes at your cursor. No editing required.
Contextli's answer:
Three reasons. First, it actually formats the output — not just transcribes it. Second, it works on Mac, Windows, and Linux, while most competitors are Mac-only. Third, it has a fully offline mode where nothing leaves your device, which matters for lawyers, healthcare professionals, and anyone under compliance requirements. You also get unlimited custom Modes, screen context capture, and BYOK support — all in one tool.
Contextli's answer:
Contextli was built by Ertiqah, a software company based in Delaware. The idea came from a simple frustration: AI tools like ChatGPT are powerful but using them for everyday writing tasks takes too many steps. The goal was to compress that entire workflow into a single hotkey. Speak your intent, get formatted output, move on. No tab switching, no prompting, no editing.
Contextli's answer:
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