Folk
folk packages its recent releases as a field-sales toolkit.
A side-by-side editorial comparison of Django CRM and Twenty — release velocity, themes, recent moves, and the top alternatives to consider.
Django CRM spends a morning hardening itself against abusive input.
Django CRM is an open-source CRM whose first three tracked releases all landed on October 15. Each adds a guardrail: an upload size limit, a 200-ID cap on bulk update and delete, and RE2 for regex routing conditions to block catastrophic backtracking. None changes what users can do; all limit how the app can be overloaded.
Twenty is rewriting its API errors for the AI agents calling it, not just for people.
Twenty 2.47.0 makes filter validation errors tell an AI agent how to fix a malformed filter: nest operators under a field, list sub-fields on composite fields, and point relation filters at the join column. Invalid filters are still rejected rather than silently widened. It follows 2.46's move of workflow rich text onto BlockNote and a 2.45 patch series that included lighter MCP tool schemas.
Django CRM is an open-source CRM whose first three tracked releases all landed on October 15. Each adds a guardrail: an upload size limit, a 200-ID cap on bulk update and delete, and RE2 for regex routing conditions to block catastrophic backtracking. None changes what users can do; all limit how the app can be overloaded.
The work points at resource exhaustion from inputs: large files, oversized bulk requests and pathological regexes. Three releases in under five hours from one contributor reads as a deliberate hardening pass rather than routine upkeep.
More limits on remaining input paths are the most likely next releases. With only three entries, all from one day, the feature roadmap is not visible.
Twenty 2.47.0 makes filter validation errors tell an AI agent how to fix a malformed filter: nest operators under a field, list sub-fields on composite fields, and point relation filters at the join column. Invalid filters are still rejected rather than silently widened. It follows 2.46's move of workflow rich text onto BlockNote and a 2.45 patch series that included lighter MCP tool schemas.
Agent ergonomics are becoming a steady thread: plain JSON Schema for MCP database tools in 2.45.3, then agent-actionable errors in 2.47. The rest of the cadence is workflow polish and server cache tuning, shipped as weekly minor versions with the SDK tagged in lockstep. The product is treating LLM clients as a first-class API consumer alongside the UI.
Expect more agent-facing hardening of the API and MCP surface in the next minors, likely other argument types beyond filters getting the same corrective error messages.
Other CRM products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Django CRM or Twenty.
folk packages its recent releases as a field-sales toolkit.
GroupOffice ships three 26.0 builds in four days, all with install-only notes.
Corteza opens a 2026.9 release line after two years on 2024.9 patches.
Twenty is tuning its CRM API for AI agents, one error message at a time.
Close adds OIDC single sign-on as voice agents and Chloe take on more of the CRM.
Bigin went all-in on AI in 2026: MCP, Zia agents, now self-running follow-ups and payments.
See all Django CRM alternatives → · See all Twenty alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Twenty is currently shipping more aggressively (velocity 7.5 vs 5.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Twenty is currently shipping more aggressively (velocity 7.5 vs 5.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other CRM products to evaluate alongside.
Top Django CRM alternatives in CRM are ranked by recent ship velocity. Browse the "Django CRM alternatives" section above for the current picks, or visit /alternatives/django-crm for the full list with editorial commentary on each.
Top Twenty alternatives in CRM are ranked by recent ship velocity. Browse the "Twenty alternatives" section above for the current picks, or visit /alternatives/twenty-crm for the full list with editorial commentary on each.