Blog
For developers who
build with meetings.
Tutorials, comparisons, and deep dives on meeting bots, transcription APIs, and webhook automation.
The Best AI Meeting Recorder for Developers in 2026 (That You Can Actually Build With)
Most AI meeting recorders are end-user tools with no API. If you're a developer building a product, you need something different: programmatic access, webhooks, speaker labels, and a pricing model that scales. Here's what to look for — and how Gregnote fits in.
26 Aug 2026
Automatic Meeting Notes: How It Works, What the Best Tools Do, and How to Build Your Own
Automatic meeting notes save hours every week — but not all implementations are equal. This guide covers how AI meeting notes actually work, what separates good from bad, and how developers can build their own automatic notes pipeline.
26 Aug 2026
Meeting Bot Architecture at Scale: What Nobody Tells You
A deep look at the engineering decisions behind production meeting bots — concurrency, bot lifecycle, error recovery, state machines, and scaling to thousands of simultaneous sessions.
25 Aug 2026
How to Get a Google Meet Transcript Automatically (Step-by-Step for Developers)
Google Meet doesn't have a native transcript API — but you can get full, speaker-attributed transcripts from any Meet call automatically using a meeting bot. Here's exactly how to do it, with working code.
25 Aug 2026
AI Meeting Notes for Product Teams: What Actually Works in 2026
Product managers and designers spend 30% of their time in meetings. Here's how AI meeting notes tools actually save time — and which workflow patterns stick versus which ones get abandoned after a week.
24 Aug 2026
Meeting Recording API for Business: Everything You Need to Know Before You Build
Before you build a meeting recording feature into your product, read this. Covers API options, compliance requirements, platform differences, pricing models, and the architecture decisions that will haunt you if you get them wrong.
24 Aug 2026
Speaker Diarization Explained: How AI Knows Who Said What
A technical deep dive into how speaker diarization works, why it sometimes gets it wrong, and what you can do as a developer to get better results from your meeting transcripts.
23 Aug 2026
AI Meeting Summary API: How to Automatically Summarise Any Meeting
Stop summarising meetings manually. This guide covers the complete pipeline for generating AI meeting summaries from any call — the bot API, webhook handling, LLM prompt engineering, and delivery to Slack, Notion, or your CRM.
23 Aug 2026
Webhook Reliability Patterns Every Backend Developer Should Know
Webhooks sound simple but fail in a dozen interesting ways. This post covers idempotency, retry semantics, signature verification, exponential backoff, and queue-based processing — the patterns that make webhook integrations production-safe.
22 Aug 2026
Microsoft Teams Meeting Bot: A Complete Developer Guide to Recording and Transcribing Teams Calls
Recording Microsoft Teams meetings programmatically is harder than Google Meet — but it's the platform that matters for enterprise. This guide covers the two approaches (official Bot Framework vs third-party API), with working code for each.
22 Aug 2026
How to Build Meeting Intelligence Into Your SaaS Product
A practical guide for SaaS founders and engineers on adding meeting bot, transcription, and AI summary features without building the infrastructure yourself. Covers multi-tenant routing, user consent, and data privacy.
21 Aug 2026
Free Meeting Transcription API: What You Actually Get, and When to Upgrade
Can you build a real meeting transcription integration on a free tier? Honestly, yes — up to a point. Here's exactly what Gregnote's free plan includes, what it's enough for, and the specific moment you'll need to upgrade.
21 Aug 2026
How to Add a Meeting Bot to Google Meet in 5 Minutes
A step-by-step guide to sending a bot to any Google Meet using the Gregnote API. Get a transcript webhook in under 10 lines of code.
20 Aug 2026
Google Meet vs Microsoft Teams API for Meeting Bots: A Developer's Comparison
Building a meeting bot integration? Here's the honest comparison of Google Meet and Microsoft Teams from a developer perspective — API design, bot admission, reliability, and what each platform gets wrong.
19 Aug 2026
Meeting Transcription API Comparison 2026: Gregnote vs Recall.ai vs Vexa
We compare the leading meeting bot APIs on pricing, supported platforms, webhook reliability, and developer experience.
18 Aug 2026
Real-Time Transcription vs Post-Meeting Processing: Which to Build?
Should you transcribe meetings live as they happen, or process the recording after? The answer depends on your use case. Here's the honest trade-off analysis with code examples for both approaches.
17 Aug 2026
How to Auto-Send Meeting Summaries to Slack Using Webhooks
Use Gregnote webhooks and the Slack API to automatically post an AI-generated meeting summary to a Slack channel after every meeting ends.
16 Aug 2026
Meeting Data Privacy and GDPR for Developers: What You Need to Know
If you're building products that record and transcribe meetings, you're handling sensitive personal data. Here's a practical guide to GDPR compliance, data minimisation, retention policies, and what to put in your privacy policy.
15 Aug 2026
Speaker Diarization Explained: How AI Identifies Who Said What
What is speaker diarization, how does it work, and why does it matter for meeting transcription APIs?
14 Aug 2026
10 Ways to Improve Meeting Transcription Accuracy in Your Product
Transcription accuracy directly affects user trust. Here are the practical, code-level optimisations that move accuracy from 'good enough' to 'actually useful' — audio settings, language hints, post-processing, and model selection.
14 Aug 2026
Using Meeting Bots to Automate Your CRM: A Sales Engineer's Playbook
Stop manually logging calls. This playbook shows how to use the Gregnote API to automatically populate Salesforce, HubSpot, or Pipedrive with call summaries, action items, and deal signals from every sales conversation.
13 Aug 2026
How to Build a CRM Integration That Logs Every Sales Call Automatically
Use Gregnote's webhook to automatically log call transcripts, duration, and participants into HubSpot, Salesforce, or any CRM after every sales meeting.
12 Aug 2026
How to Record Microsoft Teams Meetings via API (Without Admin Access)
Gregnote's meeting bot joins Teams meetings as a participant, records audio, and delivers a transcript — no Microsoft 365 admin required.
10 Aug 2026
Webhook vs Polling for Meeting Events: Why Real-Time Matters
Should your meeting integration poll for status or use webhooks? We explain the tradeoffs and why webhooks win for meeting intelligence applications.
8 Aug 2026
What is a Meeting Bot API? A Plain-English Guide for Developers
Meeting bot APIs let you programmatically join video calls, record audio, and receive transcripts. Here's how they work and when to use one.
6 Aug 2026
How to Extract Action Items from Meeting Transcripts with an LLM
Use Gregnote webhooks and an LLM to automatically identify action items, owners, and deadlines from every meeting — and push them to Jira, Linear, or Notion.
4 Aug 2026
How to Transcribe Any Audio File via REST API
Use the Gregnote audio transcription endpoint to convert MP3, WAV, M4A, or OGG files into diarised transcripts. Compatible with the OpenAI Whisper API shape.
2 Aug 2026
Meeting Bot API Pricing: Per-Seat vs Per-Minute vs Pay-As-You-Go
We break down the three main pricing models for meeting bot APIs and explain which one is cheapest at different usage levels.
30 Jul 2026
Google Meet API Limitations and How Developers Work Around Them
Google Meet's native API doesn't expose audio streams or live transcripts to third-party developers. Here's why, and what the alternatives are.
28 Jul 2026
Build a Meeting Summarizer in Under 100 Lines of Code
A complete, production-ready meeting summarizer using Gregnote webhooks and Claude or GPT-4. Receive a webhook, summarise the transcript, send to email or Slack.
26 Jul 2026
Conversation Intelligence for Sales Teams: A Builder's Playbook
How to build a conversation intelligence product for sales teams using a meeting transcription API — from call capture to coaching insights.
24 Jul 2026
API Key Authentication for Meeting Bots: Security Best Practices
How to securely store, rotate, and scope API keys when building with meeting bot APIs — and how to verify webhook signatures to prevent spoofing.
22 Jul 2026
Building a Compliance-Ready Meeting Recording System with a Bot API
How regulated industries — finance, legal, healthcare — can use a meeting bot API to build audit-ready call recording with transcripts and retention controls.
20 Jul 2026
How to Stop a Meeting Bot Mid-Meeting — and Why It Matters
The Gregnote bot stop endpoint ejects the bot immediately and triggers the full transcript and webhook pipeline. Here's when to use it and how.
18 Jul 2026
Real-Time vs Post-Meeting Transcription: Which Should Your API Use?
Should your meeting integration transcribe in real time or wait until the meeting ends? We break down the tradeoffs for different use cases.
16 Jul 2026
How to Automatically Save Meeting Transcripts to Notion
Use Gregnote webhooks and the Notion API to automatically create a page for every meeting with the full transcript, summary, and attendees.
14 Jul 2026
Transcribing Multilingual Meetings: What to Know Before You Build
How meeting transcription APIs handle non-English speech, code-switching, and multilingual teams — and how to configure language detection in Gregnote.
12 Jul 2026