TokenWeave Ai

Cut your AI bill in half. Change one URL.
Founder @TokenWeaveAI 🧵

[TokenWeave Ai @TokenWeaveAi]

A well-written prompt can explain the rules. It should not be the only thing enforcing them. That distinction is central to what we’re building at TokenWeave: separating what an agent can do from what it is allowed to do.
#AgenticAI #AIGovernance #EnterpriseAI

[TokenWeave Ai @TokenWeaveAi]

A more capable AI agent shouldn’t automatically get more permissions.

A model can become better at reasoning without becoming authorized to spend more money, access more records, or issue larger refunds.

Those are separate decisions.

Gets started: https://t.co/DkpxPrtdPc

[TokenWeave Ai @TokenWeaveAi]

Before an agent takes a consequential action, a business should be able to answer: • What is it proposing to do? • Is that action within its authority? • Does it need human approval? • What happens if execution fails? • What evidence will remain afterward?

[TokenWeave Ai @TokenWeaveAi]

Happy Veterans Day from TokenWeave AI family.

Thank you to everyone who served, and to the families who supported them.

#VeteransDay #LLM #GenerativeAI #AgenticAI #AIGovernance

[TokenWeave Ai @TokenWeaveAi]

- A successful database migration
- Full API suite validation
- Passing Fly health checks

The production service is responding successfully and is available for customer traffic. Shipping AI infrastructure responsibly means validating both the feature and the system around it.

[TokenWeave Ai @TokenWeaveAi]

Verification and Production Release

TokenRoute’s governed latency, optimization, and attribution release is now running in production.

The release was verified through:

- Passing typechecks

- A successful production frontend build

- 58 out of 58 focused backend tests pass

[TokenWeave Ai @TokenWeaveAi]

Boring things, done well.

[TokenWeave Ai @TokenWeaveAi]

- Privacy-conscious identifier handling

These details are easy to overlook, but they are what make production systems dependable.

#EngineeringLeadership #SaaS #AIEngineering #Reliability

[TokenWeave Ai @TokenWeaveAi]

Good AI infrastructure is built on boring things done well.

This release included significant backend hardening across TokenRoute:

- Safer governed retries
- More reliable fallback controls
- Tenant-scoped persistence
- Synchronized API contracts
- Better migration support

[TokenWeave Ai @TokenWeaveAi]

As AI agents move from demos into production, the question changes from:

“Can the agent complete the task?”
to:
“Can we explain what happened?”

We added richer Agent Governance evidence to TokenRoute so teams can review the context behind agent requests, including routing.

[TokenWeave Ai @TokenWeaveAi]

4 weeks since launch.

What we've learned:

→ Developers care more about setup time than
savings % (setup wins the first minute)
→ Product managers care more about project-level
visibility than routing
→ The cache hit rate number is the most surprising to new users

[TokenWeave Ai @TokenWeaveAi]

TokenWeave budget alerts:

→ Set a monthly spend limit per project
→ Get notified at 80%
→Auto-throttle at 100% Never get a surprise AI invoice again.

Free → https://t.co/Ft902OPJ21

[TokenWeave Ai @TokenWeaveAi]

Every day you route everything to GPT-4o by default, you're leaving money on the table. Not
because GPT-4o is bad.
Because 60% of your requests don't need it.
The fix takes 5 minutes.
The free tier requires no credit card. https://t.co/Ft902OPJ21

[TokenWeave Ai @TokenWeaveAi]

Question for developers building with AI:

What's your current monthly LLM API spend?

A) Under
$100
B) $100 - $1,000
C) $1,000 - $10,000 D) Over $10,000

(No judgment — we're building better
tools for every tier)

[TokenWeave Ai @TokenWeaveAi]

If you're building a coding assistant: Your GPT-4o default is 17x more expensive than the best
coding model available.

DeepSeek V4 Pro:
→ 80.6% SWE-bench (same as Claude Opus)
→ $0.87/M output tokens (vs $15.00/M)
→ 1M token context window TokenWeave routes code
auto

[TokenWeave Ai @TokenWeaveAi]

What would TokenWeave save on YOUR workload? We built a cost estimator: → Pick what you're
building → Enter your monthly request volume → See projected savings in real time Takes 60
seconds. No signup required. Try it → https://t.co/kwlewcOMKJ

[TokenWeave Ai @TokenWeaveAi]

The AI infrastructure stack in 2026: → OpenAI / Anthropic for the models → Pinecone /
pgvector for embeddings → Langchain / LlamaIndex for orchestration → TokenWeave for cost
optimization One URL change. Free to start. https://t.co/Ft902OPJ21

[TokenWeave Ai @TokenWeaveAi]

Reminder that the solo developer who controls their LLM costs controls their runway. Don't let
the infrastructure eat the revenue before you find product-market fit. Free tier →
https://t.co/Ft902OPJ21

[TokenWeave Ai @TokenWeaveAi]

"Month three of your AI feature and the cloud bill just landed. Finance wants answers, engineering is confused." We wrote the playbook for this exact moment.

What to say in the finance meeting. How to cut costs 40% in 3 weeks.

Read → https://t.co/afU4uoeQDD

[TokenWeave Ai @TokenWeaveAi]

Helicone shows you what you spent.
TokenWeave cuts what you spend.

Both are useful. Only one saves money.

Free tier → https://t.co/Ft902OPJ21