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devtoolsentity · one source so far

fastapi

for backend engineers

Steadystackoverflow
Signal score
7
as of 6d ago
Live items
1
Trajectory
Steady
7-day est. ~7

Why this scored 7

every term, weighted
Velocity+0.0 / 40

Its fastest-moving item, measured against the pace of its own source

Acceleration+12.0 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25

How many independent communities its own items come from

Recency+0.0 / 10

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty4.6 / 30

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite7.4

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~7

range 019

14-day

~7

range 022

30-day

~7

range 027

Signal history

7-day window (free)
78

projected trajectory (estimate, not a guarantee)

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 1
    35

    Building an AI Agent Honeypot & Lead Engine with Model Context Protocol (MCP) & FastAPI

    Shows how to build an AI agent honeypot and lead engine using MCP and FastAPI. · for AI engineers, backend developers

    devtoEmerging 2 · fastapiai11d ago
  2. 2
    18

    I built an AI CRM where leads score themselves — 5 services on Zerops in 48h

    AI CRM built quickly · for dev founders

    devtoSteadyai31d ago
  3. 3
    15

    How can I prevent duplicate Celery tasks when a FastAPI endpoint is retried?

    Add idempotency or deduplication to prevent duplicate Celery jobs on FastAPI retries. · for backend engineers

    stackoverflowSteadydevtools13d ago
  4. 4
    9

    Building a physical API

    devtoSteady65d ago
  5. 5
    4

    FastAPI returning "Out of range float values are not JSON compliant" with Pandas NaN values

    JSON compliance issue · for python devs

    stackoverflowSteadyweb57d ago
  6. 6
    1

    DeterminFlow — A production-oriented AI workflow runtime for building, validating, recovering, and shipping complex AI workflows as dependab

    AI workflow runtime released · for ai engineers

    githubSteadyai13 saturated29d ago