RE-READ WEEKLY

SWITCHING FROM

problems

24 products in dev tools sit near problems. Each listing is written from the product’s own pages and re-read weekly, and each one below carries how far it sits from problems rather than a rank.

Open the problems listingAsk which one fits you

THE BASELINE · READ 4D AGO

PRICING

Free

CLAIMS VERIFIED

0

VOUCHES

0

LAST SHIPPED

never

Captures agent errors from your product and shows where…

THE SPREAD

The field, in three measurements.

Where each one sits against problems, what it costs, and how much of what it says we have been able to check. Three separate measurements — none of them added together into a score.

FREE
OPEN SOURCE
FREEMIUM
PAID
NOT STATED
0.9
0.8
0.7
0.6
PRproblemsBASELINEKeepNow0.73 alikeSprintra0.72 alikeExecutor0.71 alikeCustom Domain0.69 alikeHoplite0.69 alikeRelay0.69 alikeStrunk0.69 alikeConductor0.68 alikeTwill0.68 alikeVevee0.68 alikeCustom Domain0.68 alikeLody0.68 alikeMurmell0.68 alikeTensorlake0.67 alike
← DESCRIBES ITSELF MOST LIKE PROBLEMSLEAST ALIKE →
Point at one for its numbers. Click to open it.

LEFT TO RIGHT

How alike the wording is

Cosine distance between the two descriptions. It says two products describe themselves the same way. It does not say one replaces the other.

FRONT TO BACK

What it costs

The pricing model off the product’s own pages. Free at the front, paid at the back. No number, because most pricing pages give none.

PILLAR HEIGHT

What stood up

Claims we read off the site and checked. A flat pin is a product we have not been able to verify anything about yet.

The 14 closest are plotted; the list below carries all 24.

EVERY ALTERNATIVE

24 products, closest wording first.

Ordered by how similarly each one describes itself to problems. That is a fact about wording, not a verdict about fit.

  1. KEKeepNowTurns coding-agent session insights into saved notes0.73Freemiumnothing verified14d ago
  2. SprintraPersistent memory workspace for AI coding agents via MCP0.72Freemiumnothing verified16d ago
  3. ExecutorAn MCP gateway that connects one agent tool to all your…0.71Freemiumnothing verified11d ago
  4. Custom DomainAutomatic DNS setup and HTTPS for customer-owned domains0.69Freemiumnothing verified9d ago
  5. HopliteCloud coding agents that connect to your repo and open…0.69Freemiumnothing verified10d ago
  6. RelaySelf-improving coding agent harness for your terminal0.69Freemiumnothing verified6d ago
  7. StrunkBridges AI tools and Google Docs review comments0.69Freemiumnothing verified5d ago
  8. ConductorRun a team of coding agents in the cloud0.68Freemiumnothing verified10d ago
  9. TwillTurns tasks from GitHub, Slack, and Linear into tested…0.68Freemiumnothing verified7d ago
  10. VeveeUsage metering and limits for AI apps, shipped as one SDK0.68Freemiumnothing verified5d ago
  11. Custom DomainAutomated custom domain connection, DNS, and HTTPS for SaaS0.68Freemiumnothing verified9d ago
  12. LodyTeam workspace for running coding agents in parallel0.68Freenothing verified5d ago
  13. MUMurmellRun AI coding agents on a shared cloud canvas0.68Paidnothing verified6d ago
  14. TensorlakeSandbox infrastructure for AI agents0.67Freemiumnothing verified6d ago
  15. EnConvertWeb reading and file conversion API for AI agents0.67Freemiumnothing verified14d ago
  16. CodexBarAI usage limits for macOS, in your menu bar0.66Open sourcenothing verified6d ago
  17. HEHELODesktop app for local email testing and debugging0.66Paidnothing verified17d ago
  18. Agent MacsDedicated Mac mini rental for running Claude Code or Codex…0.66Paidnothing verifiedtoday
  19. anytomdConverts URLs, PDFs, and documents to Markdown for AI0.65Freemiumnothing verified14d ago
  20. ServerBuddyLinux server management app for macOS0.64Freemiumnothing verified9d ago
  21. microservices.shCloudflare-native SaaS modules you own0.64Freemiumnothing verified14d ago
  22. PRPrizedA cloud dev box that syncs files and mirrors ports to…0.63Paidnothing verified6d ago
  23. TermiqueCross-platform SSH client with synced hosts, keys, and AI0.62Freemiumnothing verified5d ago
  24. OXOxcA collection of high-performance JavaScript tools written…0.55Open sourcenothing verified17d ago

SIDE BY SIDE

problems against the closest three.

Every cell read off the product’s own pages. Where we hold nothing, the cell says so rather than guessing.

problems and the 3 products whose descriptions sit closest to it, across everything measured for all of them.
MEASUREDproblemsWHAT YOU HAVE NOWKeepNow0.73 ALIKESprintra0.72 ALIKEExecutor0.71 ALIKE
Pricing modelPRICING PAGEFreeFreemiumFreemiumFreemium
Claims verifiedOUR READINGS0000
Could not checkOUR READINGS0000
Last shippedOUR READINGSnever14d ago16d ago11d ago
Last readOUR READINGS4d ago7d ago2d ago4d ago
Crossed λOUR READINGSnot yetnot yetnot yetnot yet
Written fromLISTINGThe siteThe siteThe siteThe site

WHAT THE FIELD COSTS · 24 PRODUCTS

Free1
Open source2
Freemium17
Paid4
Not stated0

WHAT WE HOLD ON THEM · 24 PRODUCTS

Something verified0
Crossed λ0
Shipped in the last 30 days24
Self-reported, never read0

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