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PMB

PMB is a project management tool designed to help software development teams track tasks, bugs, and project progress.

Primary category: Coding
About this data
This page reflects public online discussion, collected and scored by automated systems and summarized using AI. It is not a statement of fact, not an audit, and not our own opinion of the product. Automated analysis can be incomplete or wrong, and scores carry the limitations described in our methodology. Companies can respond with their own perspective. See how this is calculated.

Updated June 29, 2026

Overall Pulse Score

47
Pulse Score

+19 over this period

A 0-100 index summarizing the tone of 26 relevant public mentions gathered from public online communities across 7 weeks in the selected period. It measures online sentiment, not a rating of the product's quality.

Weekly Sentiment Trend

Pulse Score by week over the selected period. Each point is one complete week of mentions.

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This week in public discussion

Recent discussion around PMB showed a modest uptick in sentiment, with commenters praising its feature set, ease of use, and integrations, particularly around its local-first approach to preserving AI coding context across sessions. However, bugs and reliability concerns dominated complaints, drawing the bulk of negative mentions. Several discussions flagged specific issues including assertion errors and validation path divergences. Overall community tone remained cautious, with praise present but reliability worries keeping sentiment tempered.

Read the deeper analysis

AI-generated summary of public online discussion during this period. It reflects the tone of that discussion, not facts about the product or our views.

Sentiment mix by week

How the tone of public discussion splits each week.

Most-discussed praise

Strong features7
Easy to use6
Good integrations5
Privacy concerns3
Performance2

Most-discussed complaints

Bugs13
Reliability12
Feature requests8
UI frustrations3
Missing features3

Themes across the selected period, with mention counts.

How PMB compares

Pulse Score over the selected period versus the top tracked competitors in Coding.

Where the mentions come from

Share of the 26 relevant public mentions in the selected period, by source.

GitHub85% (22)
Hacker News12% (3)
Bluesky4% (1)

Sample public mentions

Showing 5 of 26 analyzed public mentions in this period, with links to the original source. We do not reproduce full threads.

PMB is a local-first memory system for AI coding agents, running on MCP and storing data with SQLite and LanceDB. It preserves project context, decisions, and preferences across sessions and tools. I created it because coding agents frequently lose valuable context between sessio...

Hacker NewsJun 5, 2026

BART (rust sampler) fails with AssertionError for any model using a mutable named dimension (pm.Data(..., dims=...)). I found this bug when trying to port my cohort-revenue-retention-model https://juanitorduz.github.io/revenue_retention/ tot he new BART verision in main Summary W...

GitHubJun 14, 2026

wrong export. I have no clue what is happening really, but basically the complete export has old information: e.g. https://pmb.acdh.oeaw.ac.at/apis/entities/entity/person/154283/detail has her death set to: 1942-07-20 but if I download listperson and look her up it is: 1942? mayb...

GitHubApr 23, 2026

stdout is not valid JSON -> action blocked for safety. ## What happened After prompting, got this message in Cursor: Reproduce 1. Prompting 2. sub-agent called by the prompt 3. warning Expected I don't really know because I don't know what the tool does 😄 It is not blocking, but...

GitHub1 day ago

Relations missing. This is a rather pressing issue: relations.csv has 194289 lines, the last one being: 335682,ist eine Übersetzung von,Werk -> Werk,La Compagna (ist eine Übersetzung von) Die Gefährtin. Schauspiel in einem Akt,nodate,nodate,nodate,nodate,La Compagna,335680,Werk,n...

GitHubMay 9, 2026

21+ more analyzed mentions, full history, and theme breakdowns are part of Pro.

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Deeper analysis

  • Bugs and reliability complaints dominated discussion and were the primary driver of negative sentiment across the window.
  • Sentiment trended sharply downward around the highest-traffic period in early June before recovering to a recent high by late June.
  • Opinion was divided between commenters who praised the core feature set and integrations and those blocked by stability issues.
  • A secondary thread of privacy concern appeared consistently enough to stand out as a recurring point of unease among some commenters.
Praise themeMentions
Strong features7
Easy to use6
Good integrations5
Privacy concerns3
Performance2
Complaint themeMentions
Bugs13
Reliability12
Feature requests8
UI frustrations3
Missing features3

Discussion around PMB over the past four weeks has been marked by a notable recovery arc interrupted by a sharp mid-period dip, leaving sentiment mixed but cautiously improving by the most recent data points. The score climbed steadily from late April through early June before a significant drop around June 8th, a period that coincided with the highest volume of mentions in the window, suggesting a burst of critical feedback drove the decline. By late June the score had rebounded to its highest point in the tracked period, which commenters appeared to associate with ongoing development activity.

Bugs and reliability dominated the complaint side of discussion, with those two themes together accounting for the overwhelming majority of negative mentions. Several mentions pointed to specific reproducibility issues and assertion errors that frustrated users attempting to use PMB in more advanced configurations. The tone in these threads tended toward technical disappointment rather than outright hostility, with commenters framing the problems as blockers to workflows they otherwise found promising.

On the praise side, feature appreciation and ease of use generated the most positive mentions, suggesting that when PMB worked as intended, commenters found real value in its core proposition. Integration-related praise also surfaced with some frequency, pointing to appreciation for how the product fits into broader toolchains.

Opinion was visibly divided between users who appeared to be evaluating PMB as a conceptually compelling tool and those encountering what they described as unstable or inconsistent behavior in practice. A smaller thread of privacy-related commentary added a distinct undercurrent of concern that did not dominate but was present enough to register as a recurring subtheme. The overall tone suggested a community watching the product closely, with goodwill contingent on reliability improvements.

AI-generated summary of public online discussion during this period. It reflects the tone of that discussion, not facts about the product or our views.

Member perspectives

Individual opinions from Pro members, posted over time. These are personal member views, not aggregated sentiment data.

Data summary

Total mentions analyzed (all time)
26
Mentions in selected period
26
Weeks in range
7
vs Coding average (45)
Above by 2
Pricing
Free tier; paid plans available
Sources
GitHub (22), Hacker News (3), Bluesky (1)

Compare with another tool

PMB

47

Trainual

88

Full comparison

Score-level preview from live weekly tracking.

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