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Oliver Buchannon
Josh Smith
Two underrated tools that make Python work calmer

Mar 10, 2026

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4 min read

Two underrated tools that make Python work calmer

A developer workflow upgrade and a hiring manager scorecard shortcut you can adopt in 15 minutes

Josh Smith
Josh Smith
Snake Signals: Beyond the Pilot

Mar 3, 2026

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6 min read

Snake Signals: Beyond the Pilot

OpenAI, Anthropic, and enterprise buyers all pointed to the same bottleneck this week: getting AI into real workflows

Josh Smith
Josh Smith
Salary compression, offer stacking, and the Python hiring squeeze

Feb 24, 2026

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9 min read

Salary compression, offer stacking, and the Python hiring squeeze

Why strong teams are paying more than planned, and how to avoid losing candidates without blowing your runway

Josh Smith
Josh Smith
Snake Signals: Where AI Hiring Is Still Accelerating

Feb 17, 2026

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4 min read

Snake Signals: Where AI Hiring Is Still Accelerating

Legal AI adoption is rising fast, and teams are hiring for proof under scrutiny

Josh Smith
Josh Smith
Snake Signals - LinkedIn Profile Analyser

Feb 10, 2026

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5 min read

Snake Signals - LinkedIn Profile Analyser

Work-sample scoring, market stats, and a new LinkedIn Analyzer for visibility

Josh Smith
Josh Smith
What hiring teams want now, and how to prove you’ve got it

Feb 3, 2026

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5 min read

What hiring teams want now, and how to prove you’ve got it

Real interview practice, real market signals, real ways to stand out in Python this month

Josh Smith
Josh Smith
Mock Interviews, Now Live (48-hour beta)

Jan 27, 2026

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5 min read

Mock Interviews, Now Live (48-hour beta)

Voice-driven practice for Python interviews, backed by data, built into ElevenLabs + OpenAI

Josh Smith
Josh Smith
New and improved Snake Signals website with plenty more content!

Jan 20, 2026

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6 min read

New and improved Snake Signals website with plenty more content!

Everything you need as a Python Developer or Hiring Manager in the Python world + job of the week.

Josh Smith
Josh Smith
Python Hiring in 2026 (#18)

Jan 13, 2026

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5 min read

Python Hiring in 2026 (#18)

Clarity in pay and process, structured evaluation, and deliberate practice backed by data

Josh Smith
Josh Smith
Python 2026: predictions you can use

Jan 6, 2026

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6 min read

Python 2026: predictions you can use

What will be hot, what to ignore, and how to hire or get hired without wasting time

Josh Smith
Josh Smith
Snake Signals - Year in Python 2025

Dec 30, 2025

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5 min read

Snake Signals - Year in Python 2025

Python got serious about the basics. Here is what changed and what to do next.

Josh Smith
Josh Smith
I might regret this!

Dec 23, 2025

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7 min read

I might regret this!

Three concepts to master, two proofs to ship this week, and free hiring consultation

Josh Smith
Josh Smith
Is your Python stack wasting time?

Dec 16, 2025

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5 min read

Is your Python stack wasting time?

Polars 1.36.1 fix, uv speed, Ruff polish, FastAPI update, and the pay and process numbers to act on

Josh Smith
Josh Smith
Python is still on top.

Dec 9, 2025

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4 min read

Python is still on top.

Python is still king. Two fresh snapshots say the quiet part out loud:

Josh Smith
Josh Smith
What Python developers want in 2025

Dec 2, 2025

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4 min read

What Python developers want in 2025

The signals that attract engineers, keep teams happy, and raise response rates

Josh Smith
Josh Smith
Where Python demand is moving

Nov 25, 2025

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10 min read

Where Python demand is moving

Market and stack signals from the last 7 days, plus uv 0.9.11, Ruff 0.14.6, FastAPI 0.121.3, NumPy 2.3.5, Pydantic AI 1.22.0

Josh Smith
Josh Smith
The Python hiring framework you should steal

Nov 18, 2025

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4 min read

The Python hiring framework you should steal

Run a 7 day interview loop that raises signal, plus uv 0.9.10, Ruff 0.14.5, pytest 9.0.1, FastAPI 0.121.2, NumPy 2.3.5

Josh Smith
Josh Smith
Underpaid, overpaying, or just guessing?

Nov 11, 2025

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4 min read

Underpaid, overpaying, or just guessing?

The Q4 Python salary brief, plus pytest 9.0, Django security, uv/Ruff bumps

Josh Smith
Josh Smith
Upgrade like you mean it

Nov 4, 2025

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3 min read

Upgrade like you mean it

What to bump, what to pin and what to ignore this week

Josh Smith
Josh Smith
Safe Upgrades and a Smarter CV

Oct 28, 2025

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3 min read

Safe Upgrades and a Smarter CV

Safe upgrades worth shipping this week, plus our new CV AI tool to land more first rounds

Josh Smith
Josh Smith
Post-3.14: practical wins you can ship

Oct 21, 2025

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4 min read

Post-3.14: practical wins you can ship

Safe bumps to uv, Ruff, FastAPI and NumPy, with a pointer to the quarterly Python Salary Guide

Josh Smith
Josh Smith
3.141592653589

Oct 14, 2025

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4 min read

3.141592653589

Hello 3.14 + what to upgrade this week and how to prepare for stricter interviews

Josh Smith
Josh Smith
This week in Python plus prep that works

Oct 7, 2025

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4 min read

This week in Python plus prep that works

uv 0.8.23, Ruff 0.13.3, Django security fix, Python 3.14, PyPI check, and the Interview Prep hub that actually helps

Josh Smith
Josh Smith
Ship faster, hire smarter this week in Python

Sep 30, 2025

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4 min read

Ship faster, hire smarter this week in Python

uv and Poetry updates, FastAPI Cloud improvements and a simple interview framework you can run now

Josh Smith
Josh Smith
Snake Signals 002 - the sprint week afterglow

Sep 23, 2025

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4 min read

Snake Signals 002 - the sprint week afterglow

Packaging wins, sprint week wrap, PyCon UK takeaways

Josh Smith
Josh Smith
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Snake Signals

Snake Signals delivers weekly, no-nonsense updates on the Python hiring market. It’s written for Python developers and hiring managers who want to stay sharp on trends, tools, salaries, and what’s actually happening in the ecosystem, all from the perspective of a recruiter who speaks to both sides every day.

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