Sam Rivera - DEV Community

Sam Rivera

Sep 20

Build a Production Permit for a Free-Model Write Job

#python #cli #ai #opensource

9 min read

Sam Rivera

Sep 19

Build a Disk Interlock for a Free-Model Release Job

#ai #cli #typescript #productivity

6 min read

Sam Rivera

Sep 18

Build a Fail-Closed Evidence Binder for Free-Model Jobs

#ai #python #cli #opensource

6 min read

Sam Rivera

Sep 17

Build a Cutover Card Before a Free-Model Sidecar Sees Traffic

#ai #cli #python #productivity

7 min read

Sam Rivera

Sep 16

Keep the Next Tag Out of the Prompt

#python #git #cli #ai

8 min read

Sam Rivera

Sep 15

Your Readiness Checklist Expires: Add Freshness Gates to a Tiny AI CLI

#ai #devops #python #testing

5 min read

Sam Rivera

Sep 13

Build a Schema Receipt for a Free-Model CLI

#ai #python #cli #productivity

7 min read

Sam Rivera

Sep 12

Build a Production Checklist for Promoting a Tiny AI CLI

#ai #cli #python #productivity

6 min read

Sam Rivera

Sep 11

Build a Go/No-Go File for an Unattended AI Worker

#python #ai #opensource #productivity

6 min read

Sam Rivera

Sep 10

Build a Fail-Closed Assumption Ledger for a Small AI Sidecar

#python #ai #tooling #opensource

8 min read

Sam Rivera

Sep 9

Build Fail-Closed Evidence Gates Before the Agent Runs

#python #ai #cli #productivity

6 min read

Sam Rivera

Sep 8

Build a Two-Host Canary for a Small AI CLI

#ai #python #cli #productivity

7 min read

Sam Rivera

Sep 6

Build a Silent-Default Kill List for Agent Diffs

#ai #python #cli #testing

7 min read

Sam Rivera

Sep 5

Pin CLI JSON Keys Before an Agent Renames Them

#python #cli #json #ai

8 min read

Sam Rivera

Sep 4

Build a Production-Readiness Checklist for a Free-Model CLI

#python #cli #ai #testing

7 min read

Sam Rivera

Sep 4

A Schema-Driven Test Data Factory on Free Infrastructure

#ai #python #database #testing

4 min read

Sam Rivera

Sep 4

Token Math: What 10 Million Free Tokens Actually Buy a Solo Developer

#ai #python #cli #productivity

4 min read

Sam Rivera

Sep 3

Build a Fail-Closed Ship Folder for a Small AI CLI

#python #ai #cli #productivity

8 min read

Sam Rivera

Sep 2

The Free-Model Canary: 60 Lines Before I Trust a Free AI Server

#ai #python #testing #opensource

6 min read

Sam Rivera

Sep 1

Free AI Servers Drift. Here's a 6-Gate Fail-Closed Filter Before Merge

#ai #devops #python #productivity

3 min read

Sam Rivera

Aug 31

Free AI Coding Tools: 7 Gates Before You Wire Them Into CI

#ai #testing #productivity #programming

4 min read

Sam Rivera

Aug 30

Your Free AI Server Will 429 at 2 AM: A Budget-Watch Checklist That Fails Loud

#ai #devops #testing #productivity

3 min read

Sam Rivera

Aug 29

Your AI Code Reviewer Is Untested: 45 Lines to Score It Before Merge Rights

#ai #testing #python #devtools

4 min read

Sam Rivera

Aug 28

Your Free AI Server Will Fail Quietly. Five Gates to Make It Loud.

#ai #python #productivity #devex

1

4 min read

Sam Rivera

Aug 27

Seven Gates Before You Trust a Free Model Endpoint

#ai #testing #devops #productivity

4 min read

Sam Rivera

Aug 26

Fail Closed: A Production-Readiness Checklist for AI Code

#ai #testing #devops #productivity

4 min read

Sam Rivera

Aug 20

I Taught a Free Model to Read 10,000 Log Lines So I Could Sleep

#ai #python #devops #productivity

3 min read

Sam Rivera

Aug 20

Build a 50-Line Harness to Test Whether a Free Model Endpoint Can Fix Broken JSON

#ai #python #json #cli

5 min read

Sam Rivera

Aug 19

Free Model vs. 40 Lines of Python: Who Reads Build Logs Better?

#ai #python #testing #devops

4 min read

Sam Rivera

Aug 18

Probe AI Text Detector Claims on a Free 30M-Token Endpoint

#ai #python #testing #llm

4 min read

Sam Rivera

Aug 17

Quantify the Breaking Point of a Free Model Endpoint

#ai #python #cli #opensource

4 min read

Sam Rivera

Aug 17

Use a Free Server and 30M Tokens as a Disposable Regression Oracle

#ai #cli #python #developer

5 min read

Sam Rivera

Aug 17

Use a Free Model Endpoint as a Last-Minute Shell Gatekeeper

#ai #cli #automation #bash

5 min read

Sam Rivera

Aug 16

Build a 45-Minute Demand Probe Before You Trust a 30M-Token Free Server

#python #ai #devops #opensource

4 min read

Sam Rivera

Aug 16

Stop Skimming Build Logs: Route Shell Errors Through a Free Model Sidecar

#python #cli #debugging #ai

6 min read

Sam Rivera

Aug 15

Build a Fail-Open Shim for a Free Model Endpoint That Goes Quiet

#ai #typescript #cli #monkeycode

6 min read

Sam Rivera

Aug 15

A Two-Prompt Watchdog for the Free Model Endpoint You Already Rely On

#ai #tutorial #cli #monkeycode

5 min read

Sam Rivera

Aug 15

Build a Token Ledger Before You Burn Through a Free Model Tier

#ai #python #cli #tutorial

5 min read

Sam Rivera

Aug 14

Audit Your Token Burn Before a Free Model Endpoint Hosts Your Next Side Project

#ai #opensource #programming #cli

5 min read

Sam Rivera

Aug 14

Build a Budget Watchdog for a Free Model Endpoint Before It Goes Quiet

#ai #typescript #devops #automation

5 min read

Sam Rivera

Aug 14

A Free-Server Canary for Same-Day Model Announcements

#ai #python #automation #cli

4 min read

Sam Rivera

Aug 14

Build a 50-Line Validation Guard for Free Model JSON Before It Reaches Your CLI

#ai #node #automation #cli

6 min read

Sam Rivera

Aug 13

Build a 60-Line Tool-Call Canary for Your Agent Before It Touches the Shell

#ai #agents #python #security

4 min read

Sam Rivera

Aug 13

A Five-Minute Probe Before You Point a Side Project at a Free Model Endpoint

#ai #python #devops #serverless

4 min read

Sam Rivera

Aug 10

A New Open Model Dropped This Week. Here's My 45-Minute "Should I Switch?" Harness

#ai #opensource #python #tooling

4 min read

Sam Rivera

Aug 7

Turn Your Side Project's Logs Into a Daily Triage Digest Instead of Reading Them Raw

#python #ai #productivity #indiedev

3 min read

Sam Rivera

Aug 6

I Stopped Running Agent-Generated Code on My Laptop: A 20-Minute Disposable Sandbox

#ai #agents #security #tutorial

1

5 min read

Sam Rivera

Aug 5

I Swapped My Side Project's Paid LLM Calls for Free Model Access — Here's the Canary Harness I Used First

#ai #cli #python #devlog

4 min read

Sam Rivera

Aug 5

I Stopped Paying for LLM Calls in My Side Project's CI: A One-Task Canary Setup

#ai #typescript #cli #indiehacker

5 min read

Sam Rivera

Aug 4

Smoke-Test Agent Skills in a Fixture Repo Before You Trust Them

#ai #cli #testing #productivity

5 min read

Sam Rivera

Jul 31

Build a Two-Lane Task Router So Your Free AI Tier Survives the Whole Day

#ai #cli #python #productivity

5 min read

Sam Rivera

Jul 31

Build a Slopsquatting Canary Before You Trust AI-Suggested Packages

#security #ai #cli #python

5 min read

Sam Rivera

Jul 29

"Build a Handoff Receipt Before Delegating Linear Work"

#cli #github #productivity #ai

3 min read

Sam Rivera

Jul 28

"Build a Portable Bootstrap and Exit Bundle for Cloud Coding Sessions"

#cli #cloud #devtools #ai

3 min read

Sam Rivera

Jul 27

"Build a CLI Matrix for Model Effort Without Faking a Benchmark"

#cli #ai #devtools #testing

3 min read

Sam Rivera

Jul 27

"Run This CLI Preflight Before Your First MonkeyCode Task"

#cli #python #ai #devtools

3 min read

Sam Rivera

Jul 25

Build a CLI Provider Health Probe With a Local Task Journal

#cli #python #ai #reliability

3 min read

Sam Rivera

Jul 25

Build a Local Health Export Redaction Validator CLI

#cli #python #privacy #testing

3 min read

Sam Rivera

Jul 24

Build a CLI Eval Harness That Can Stop Before the Model Escapes Its Fixture

#cli #testing #ai #security

3 min read

Sam Rivera

Jul 23

Make Your CLI Config Write Survive Ctrl-C Without Leaving Truncated JSON

#node #cli #javascript #testing

1

4 min read