Real AI.
Real software.
Honest. reviews.
Benocode does AI consulting, custom AI tools & agents, internal software — and we review digital tools straight. No jargon, no demos for show.
Five things Benocode does well.
Each service has clear scope, defined deliverables, and a number: how long, how much, what we commit to. No "end-to-end solutions".
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Agents aren't chatbots.
An agent is an automated process with memory, tools, and audit trails. We build them to run every night — not to demo on Twitter.
- Pattern: ReAct, planner-executor, multi-agent orchestrator — chosen per task.
- Eval set + run logs. Auditable, not a black box.
- Hard cost ceiling. Out-of-budget runs auto-stop. No token burning.
// Reconciles invoices vs bank statements nightly at 02:00 ICT
export const agent = createAgent({
name: 'invoice-reconciler',
model: 'claude-sonnet-4-6',
budget: { tokens: 200_000, hardStop: true },
tools: [
fetchUnpaidInvoices,
matchAgainstBankFeed,
flagDiscrepancies,
notifyAccounting,
],
eval: 'fixtures/recon-cases.json',
});
// Output, night of Apr 28: 312 invoices, 4 discrepancies, $0.42 / runFour steps. No more.
Discovery call
30 minutes free. You describe the problem. We tell you straight if we can solve it.
Scope & price
1-page doc: what we'll do, what we won't, deliverables, milestones, fixed cost.
Build in the open
Shared Slack. Weekly demos. You see code, not powerpoint.
Real handover
Codebase + docs + 30 days support. No locks. No hostage.
We believe four things.
"If an AI agent doesn't return work hours to you in the first month — it's not an agent, it's a demo."
— Founder, Benocode
Outcome > output
Count hours saved, money saved. Don't count features shipped.
Lean stack, deep use
Next.js + Postgres + Claude + n8n. We don't chase trends every quarter.
Reviews don't sell
We pay for tools out of pocket. No sponsored posts. No affiliate ranking.
You own your code
Repo, infra, docs — yours from day one. No lock-in.
Got an idea?
Real talk in 30 minutes.
First call: no pitch deck, no "nurture". You describe the problem. We ask the right questions. End the call with one of three outcomes: do it — don't — or recommend someone better.