JEBREX TECH

AI Agents & Intelligent Systems | SaaS & Tech Innovation

[JEBREX TECH @jebrextech]

A 7am delivery plan assumes every truck starts and every stop answers.

One breakdown and it's wrong by noon.

The plan isn't the value. Replanning fast around what broke is.

#JEBREX #Logistics #LogisticsTech #BusinessOperations #OperationalExcellence

[JEBREX TECH @jebrextech]

BLS 2025-35: data science roles +34.6%, research scientists +21.8%.

Admin support: -4.0%, 752,100 jobs lost.

BLS: AI gains may dampen demand for some roles.

Know which role software changes before pricing savings.

#JEBREX #AIResearch #Productivity #Automation #AIAdoption

[JEBREX TECH @jebrextech]

Anthropic gave Agent Skills, its open standard for agent know-how, to the Agentic AI Foundation on Oct 22.
A skill is one folder, one SKILL.md file.
1M+ published, near 280M installs.
Write yours as files you own.
#JEBREX #AgenticAI #Anthropic #AIAgents #Automation

[JEBREX TECH @jebrextech]

A support queue measures tickets closed today.

It says nothing about the account that never invited a second user, or the admin seat empty since setup.

Customer success starts reading usage, not inboxes.

#JEBREX #CustomerSuccess #SaaS #B2BSaaS #SaaSPricing

[JEBREX TECH @jebrextech]

TRADREX shipped in phases: spec, safety filters, AI analysts, risk engine, paper trading.

Each phase gated the next: tests, then an audit, before moving on.

Findings got fixed where found, never deferred.

#JEBREX #TRADREX #PaperTrading #AlgorithmicTrading #BuildingSoftware

[JEBREX TECH @jebrextech]

Time saved and time released aren't the same number.

Saved is a stopwatch: minutes shaved off a task, times a headcount.

Released is what moved into that gap. Nothing moved in, nothing was worth it.

#JEBREX #BusinessAutomation #ProcessAutomation #ProcessImprovement #AIAdoption

[JEBREX TECH @jebrextech]

Most calls to a public service line are requests for status, not action.

Reciting "under review" to caller after caller isn't judgment. It's lookup.

Free that time for the case that needs a real decision.

#JEBREX #PublicSector #AIAdoption #DigitalTransformation #Automation

[JEBREX TECH @jebrextech]

Google's ADK pairs an LlmAgent that picks its own path with workflow agents that just run a fixed sequence, loop, or parallel template.

Same toolkit. Autonomy becomes a per-step choice, not a whole-product bet.

#JEBREX #AgenticAI #AIAgents #WorkflowAutomation #Automation

[JEBREX TECH @jebrextech]

A rival can clone every feature in your product by next quarter.

They can't clone the workflows wired into your system, or the history that lives nowhere else.

That's the moat. The feature list never was.

#JEBREX #CustomerRetention #ProductStrategy #VerticalSaaS #UnitEconomics

[JEBREX TECH @jebrextech]

TRADREX's risk engine never takes the AI's word for a trade.

It recomputes every check itself, from fresh data - not what an earlier stage decided.

Missing data gets no benefit of the doubt. A gap is a no, never a guess.

#JEBREX #RiskManagement #DataQuality #PaperTrading #AI

[JEBREX TECH @jebrextech]

HR splits into two piles.

Leave, expenses, contract wording — draft from the handbook.

Pay, health, employment status — route to a named person.

Policy answers one. Impact escalates the other.

#JEBREX #AIGovernance #BusinessOperations #ChangeManagement #OperationalExcellence

[JEBREX TECH @jebrextech]

A beta header just raised Claude's batch output cap to 300,000 tokens, standard pricing, as of Sept 2026, across Opus and Sonnet.

That fits work nobody's waiting on.

Two paths: fast for watching, patient for the rest.

#JEBREX #ContextWindow #AIModels #Anthropic #LLM

[liam. @liambraus]

NVIDIA ACABA DE ELIMINAR EL MAYOR PUNTO DE FRICCIÓN EN VOICE AI

han liberado PersonaPlex-7B, un modelo de conversación dúplex completo que puede escuchar y hablar al mismo tiempo

→ no espera a que termines de hablar
→ usa una arquitectura de doble flujo para procesar y responder en tiempo real
→ código disponible en GitHub

y es 100% open source y gratis

os dejo el repo abajo

[JEBREX TECH @jebrextech]

Claude's memory tool stores nothing itself. It requests file operations in a /memories folder, and your app executes them against storage you control.

Retention, encryption, deletion — your calls, not the model's.

#JEBREX #AIAgents #Anthropic #AIGovernance #SoftwareDevelopment

[JEBREX TECH @jebrextech]

A person clicks a button. An agent acts for them. A cron job fires on its own.

Log all three under one shared API key, and you can't tell which one made the change.

Give each actor its own identity in the log.

#JEBREX #AIAgents #AIGovernance #APIDesign #SystemIntegration

[JEBREX TECH @jebrextech]

Anthropic's Sept 2026 threat report: no malicious activity on Claude Fable or Mythos. Every disrupted op ran on Haiku, Sonnet, Opus.

Clean isn't safer. It just means nothing's surfaced yet.

Monitor every tier you expose.

#JEBREX #AISafety #Anthropic #AIInfrastructure #AIModels

[JEBREX TECH @jebrextech]

A generated test suite that passes 100% proves nothing.

Flip one condition and rerun it. If nothing goes red, you don't have tests - you have confirmation bias with syntax highlighting.

#JEBREX #QualityAssurance #AICoding #SoftwareDevelopment #DevOps

[JEBREX TECH @jebrextech]

A 60%-confident guess at an address is a cheap mistake.
A 99%-confident change to bank details isn't.

Confidence scores the model, not the damage.
Route on cost of error, not on how sure it sounds.

#JEBREX #FinTech #ProcessAutomation #OperationalExcellence #BusinessAutomation

[JEBREX TECH @jebrextech]

Eurostat: 55.03% of large EU firms used AI in 2025, 30.36% of medium, 17% of small firms.

That's scale, not ambition. A small firm can't run a large firm's program.

Pick one workflow. Start there.

#JEBREX #AIAdoption #EnterpriseSoftware #DigitalTransformation #AIInfrastructure

[JEBREX TECH @jebrextech]

Reading a page wrong is cheap. Clicking submit on what you misread is not.

Gate send, pay, and delete behind one confirmation step, even when everything before them runs on its own.

The irreversible step earns the pause.

#JEBREX #ComputerUse #AIAgents #AgenticAI #AIGovernance