The Firetiger Blog
firetiger.com
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News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Firetiger attaches a monitor to every pull request and watches the rollout across staging, canary, and production, returning one verdict per deploy: verified, regression detected, or inconclusive.
News
Migrating from Claude to DeepSeek without breaking everything
Firetiger runs a fleet of agents that investigate incidents, monitor deployments, and dig through telemetry on behalf of our customers. Every one of those agents is, at its core, a loop around an LLM, which means our single biggest cost of goods sold is i
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Agentically optimizing LLM prompt cache TTLs for fun and profit
A case study on production objective hill climbingFiretiger runs a few hundred large language model (LLM) agents in production, and prompt caching is a critical tool to manage the cost of running such a workload. Properly setting cache time-to-live (TTL),
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Firetiger Change Monitors: does your PR do what it says on the tin?
Today, we're making Change Monitors generally available for all Firetiger customers.Firetiger Change Monitors pair with every pull request to form a per-change safety net: an agent reads your diff, studies the systems it touches and how they behave in pro
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Agent SLOs: Grounding autonomous agents in metrics that matter
Today we're shipping Agent SLOs, a new feature that gives every Firetiger agent a structured way to track the health of the missions it's assigned. Agents now define their own service level objectives (SLOs), evaluate them every session, and use those eva
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Agent Engineering Patterns: Dealing with very large tool results
Agents are models with tools in a loop. Your first job then, when building an agent, is to give them useful tools. But wasting tokens on unimportant information is catastrophic for agent brains, so you need to be careful and protect your agents from tools
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Technologies
Tech DNA
SQL
PyTorch
Cloudflare
Claude
AI/ML
SQL
Claude
Claude Code
AI Agents
Cursor
FastAI
PyTorch
Anthropic
Cloudflare
Datadog
Other
Notion
Stack modernity
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Cursor
2 jobs
Required
$145k
-22% vs market
Claude
2 jobs
Required
$145k
-17% vs market
Claude Code
2 jobs
Required
$145k
-17% vs market
Datadog
2 jobs
Required
$145k
-22% vs market
FastAI
2 jobs
Required
$145k
-30% vs market
AI Agents
2 jobs
Required
$145k
-34% vs market
PyTorch
2 jobs
Required
$145k
-36% vs market
Cloudflare
2 jobs
Required
$145k
-34% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
AI Agents
7%
SQL
6%
Claude
5%
Claude Code
3%
PyTorch
3%
Cursor
2%
Share of companies in the same industry that use each technology.
Stack changes
Anthropic
Aug 2026
PyTorch
Aug 2026
FastAI
Aug 2026
Cursor
Aug 2026
AI Agents
Aug 2026
SQL
Aug 2026
Notion
Aug 2026
Datadog
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Huzzle
Salesforce
State Street
Silver.dev
Clera
Jobgether
Salary insights
Compensation ranges based on this company's open jobs
Median
$145k
Typical range
$120k – $170k
Open positions
2
2
Jobs
Junior
50%
Middle
50%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 1 | $120k | $120k |
| Middle | 1 | $170k | $170k |
Highest paying role
Product Engineer
$170k
Normalized to USD per year
Growth
Hiring Momentum
58/100
Growing
Open positions
2
0 opened / 0 closed in 30 days
ATS activity
Every ~3 days
08/30/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Product
100% ▼
Activity Timeline
Added Anthropic to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Added FastAI to stack
Aug 2026
Added Cursor to stack
Aug 2026
Added AI Agents to stack
Aug 2026
Added SQL to stack
Aug 2026
Added Notion to stack
Aug 2026
Added Datadog to stack
Aug 2026
Added Cloudflare to stack
Aug 2026
Added Claude Code to stack
Aug 2026
Added Claude to stack
Aug 2026
Jobs
$120k per year • In office • Full-Time • San Francisco
AI Agents
Claude
Claude Code
Cursor
FastAI
PyTorch
Anthropic
DevOps
Cloudflare
Datadog
Apply
$170k per year • In office • Full-Time • 3+ years exp • San Francisco
AI Agents
Claude
Claude Code
Cursor
FastAI
PyTorch
Anthropic
DevOps
Cloudflare
Datadog
Apply